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If the participants do not belong to the PRC Category or if participants are not required to visit ‘Restricted’ or ‘Protected’ areas in India, or areas affected by terrorism, militancy, extremism, etc., then there is no need to take prior permission.

  • Click here to avail the information about the Event clearance and Political clearance from MHA/MEA, Govt. of India
  • The NOC Letter from the Ministry of Home Affairs, Govt. of India may be downloaded here: https://conference.mha.gov.in/events/NOC_letter.pdf.
  • To download the screenshot of guidelines for security/event clearance click here.

Please note that the participants (requiring accommodation) who register before November 25, 2025 will be prioritized during the allotment of the accommodation.

International Conference on Linear Algebra and its Applications
(ICLAA 2025)

December 17 - 20, 2025

Centre for Advanced Research in Applied Mathematics and Statistics, MAHE, Manipal, India

Endorsed By International Linear Algebra Society
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Register Download Brochure Abstract Template

Purpose

The present conference ICLAA 2025, the sixth in its sequel, shall provide a platform for leading Mathematicians and Statisticians, working around the globe in the theme area to discuss several research issues and to introduce new innovations. The main goal of the conference is to bring experts, young researchers, and students together to present recent developments in this dynamic and important field. The conference also aims to stimulate research and support the interaction among the scientists by creating an environment for the participants to exchange ideas and to initiate collaborations and professional partnerships.

On behalf of the Scientific Advisory Committee, and the Local Organizing Committee, we have much pleasure in extending a cordial invitation to participate in this conference.

The theme of the conference shall focus on but not limited to

  • Classical Matrix Theory and Linear Algebra
  • Nonnegative Matrices and Special Matrices
  • Matrices and Graphs
  • Combinatorial Matrix Theory
  • Matrix Methods in Statistics
  • Linear Statistical Inference
  • Matrices in Error Analysis and its Applications
  • Matrix and Graph Methods in Applied Sciences

Linear Algebra and Graph Theory are important branches of Mathematics having applications in every branch of science. The topic ‘Matrix Methods in Statistics’ is a branch of Linear Algebra and Matrix Theory containing a variety of challenging problems in Linear Statistical Models and Statistical Inference, having applications in various branches of Applied Statistics such as Natural Sciences, Medicine, Economics, Electrical Engineering, Markov Chains, Digital Signal Processing, Pattern Recognition and Neural Network, to name a few. Advances in Combinatorial Matrix Theory are motivated by a wide range of their applications in the subjects such as Networks, Chemistry, Genetics, Bioinformatics, Computer Science, and Information Technology. The areas of Classical Matrix Theory and Combinatorial Matrix Theory interact with each other, which is evident from the interplay between Graphs and Matrices. Generalized Inverses of Matrices such as the Incidence Matrix and Laplacian Matrix are mathematically interesting and have great practical significance. Covariance Matrices play an important role in the study of uncertainty associated with data related to measurements, which is an important part of applied Mathematics and Statistics.

This conference is in sequel to the conferences CMTGIM 2012, ICLAA 2014, ICLAA 2017, ICLAA 2020(21), and ICLAA 2023 held in Manipal during January 2012, December 2014, December 2017, December 2021, and December 2023, resepctively. The present conference shall provide an avenue for leading Mathematicians, Statisticians, and scientists working in the applied area, who are working around the globe in the theme area to get together in the physical space, interact each other, discuss several research issues and to introduce new innovations. The ICLAA 2025 is expected to stimulate research and benefit the young scholars from the interaction with leading linear algebraists. The physical participation in the conference will be creating an environment for experts and young scholars to exchange ideas, and to initiate collaborations and professional partnerships. Besides organizing invited talks from eminent speakers, organizers invite the participants to present their research work in the sessions of contributory talks.

Preconference workshop; IWSMGA 2025

Preconference workshop `International Workshop on Special Matrices, Graphs, and Applications’ will be held during December 10-16, 2025. The workshop is aimed at training young students, scholars, and faculty interested in the focus area of special matrices, graphs, and their applications. Sessions in the workshop include lectures, tutorials and discussion on recent research trends in special matrices and graphs by Abraham Berman, Stephen J Kirkland, Simo Puntanen, T E S Raghavan, S K Neogy, Sukanta Pati, Sivaramakrishnan Sivasubramanian and other leading personalities of the subject. Conference participants may seek participation in the workshop. The number of participants in the workshop is restricted. Participants who could gain the benefit from the course will be chosen as the applications arrive. The course conducted in the workshop will carry a credit of two.

For more details about the workshop, please visit: IWSMGA 2025.

Workshop and conference are organized by the CARAMS, MAHE in association with Department of Mathematics, MIT, MAHE and Department of Data Science, PSPH, MAHE.

Welcoming and Inclusiveness Statement

Centre for Advanced Research in Applied Mathematics and Statistics (CARAMS) was established in September 2018 at Manipal Academy of Higher Education, Manipal. MAHE, Manipal, an institution of eminence, is a deemed to be university and comprised of students from fifty-seven nations around the globe. CARAMS has been established with the objectives of fostering advanced research and training in Mathematics, Statistics, and their applications. Also, it organizes national and international workshops and conferences in the focus area which help the promotion of Mathematics and Statistics in the university and in the region.


CARAMS, MAHE offers a welcoming and inclusive environment to all participants in its activities, including all its meetings and conferences, irrespective of gender, gender identity or expression, sexual orientation, race, color, national or ethnic origin, religion or religious belief, age, marital status, disabilities, and field of expertise.


CARAMS strives to foster an apolitical atmosphere that encourages the free expression and exchange of ideas, free from all forms of discrimination, harassment, and retaliation, and that is welcoming and safe to all members and to those who participate in its activities. If you feel harassed or unsafe in any way because of the actions, words, pictures, or expressions of any other member or participant, we encourage you to bring this to the attention of the CARAMS or MAHE authority.


International Conference on Linear Algebra and its Applications

December 17 - 20, 2025

Registration

If the participants do not belong to the PRC Category or if participants are not required to visit ‘Restricted’ or ‘Protected’ areas in India, or areas affected by terrorism, militancy, extremism, etc., then there is no need to take prior permission.

  • Click here to avail the information about the Event clearance and Political clearance from MHA/MEA, Govt. of India
  • The NOC Letter from the Ministry of Home Affairs, Govt. of India may be downloaded here: https://conference.mha.gov.in/events/NOC_letter.pdf.
  • To download the screenshot of guidelines for security/event clearance click here.

Please note that the participants (requiring accommodation) who register before November 25, 2025 will be prioritized during the allotment of the accommodation.

How do I Register?

Online Registration

Register online in our portal using the following link and pay the registration fee, if applicable, by the payment portal available in our site under "Make Payment".

Register Online Here
Deadlines (both ICLAA & IWSMGA)
    • For early bird registration: October 31, 2025
    • Abstract submission: November 15, 2025
Registration Fee
Category Conference Workshop
On or before October 31, 2025       After October 31, 2025       On or before October 31, 2025       After October 31, 2025      
Foreign Delegates (FD) 350 $/ 330 € # 400 $/ 370 € # 110 $/ 100 € # 135 $/ 125 € #
Foreign Accompanying 110 $/ 100 € 110 $/ 100 € 110 $/ 100 € 135 $/ 125 €
Indian Scholar/Faculty (ISF)     4000 INR + GST # 4500 INR + GST # 1000 INR + GST * 1500 INR + GST *
Indian Students ** 1000 INR + GST * 1000 INR + GST * 1000 INR + GST * 1000 INR + GST *
Indian Accompanying 1000 INR + GST 1000 INR + GST 1000 INR + GST 1000 INR + GST

NOTE: Accompanying persons are not allowed for students, participants, and contributory speakers. Accompanying persons are allowed only for invited speakers in exceptional cases.

# : The registration fee covers accommodation at Hostel/International Guest House, MAHE, registration kit, breakfast, working lunch, and welcome dinner on 16th December. Please note that registration fee is not refundable in any circumstance.

* : The amount excludes accommodation charges, which is to be paid as per norm.

** : Indian students or research scholars not having any financial support of fellowship/salary. (Participants registering under this category must produce a letter of recommendation from their supervisor/HOD stating that the candidate has no fund support from any funding agencies. Kindly mail the recommendation letters to carams@manipal.edu or to km.prasad@manipal.edu.)

Invited speakers are eligible for a registration fee waiver for the events to which he/she is invited

After successful registration, INDIAN PARTICIPANTS may pay the registration fee via the payment link (For the payment link visit My Page -> Event registered -> Select the event -> Payment).

For FOREIGN PARTICIPANTS: The payment of the registration fee in foreign currency through bank transfer requires an invoice from the MAHE Finance department. Please note that the invoice consists of a QR code, which could be used for payment of your registration fee. So, you are requested to send the following email to CARAMS, MAHE (carams.mahe@gmail.com):

Dear Finance Officer

I have registered for ICLAA 2025/IWSMGA 2025 with a unique ID as given below. Kindly send me an invoice for the payment for ———– (mention the amount specified on the CARAMS website in dollars/euros) towards the registration fee.

Full Name:
Email:
Full Permanent Address:
Unique ID:
Amount:
Mode of Participation: Offline



Accommodation: Accommodation from the organizer will be arranged, if required, for the duration starting from the evening before the event and up to morning after the event.

CARAMS aims at supporting the travel and registration of senior and young scientists not having the fund
support to present the paper, on the request made before November 30, 2025. However, such support (which
could be partial) will be provided depending on the fund support received from the different organizations.

International Conference on Linear Algebra and its Applications

December 17 - 20, 2025

Abstract Submissions

If the participants do not belong to the PRC Category or if participants are not required to visit ‘Restricted’ or ‘Protected’ areas in India, or areas affected by terrorism, militancy, extremism, etc., then there is no need to take prior permission.

  • Click here to avail the information about the Event clearance and Political clearance from MHA/MEA, Govt. of India
  • The NOC Letter from the Ministry of Home Affairs, Govt. of India may be downloaded here: https://conference.mha.gov.in/events/NOC_letter.pdf.
  • To download the screenshot of guidelines for security/event clearance click here.

Please note that the participants (requiring accommodation) who register before November 25, 2025 will be prioritized during the allotment of the accommodation.

Abstract Template
Download Abstract Template

Abstract template: Abstract Template – ICLAA 2025

International Conference on Linear Algebra and its Applications

December 17 - 20, 2025

Speakers

If the participants do not belong to the PRC Category or if participants are not required to visit ‘Restricted’ or ‘Protected’ areas in India, or areas affected by terrorism, militancy, extremism, etc., then there is no need to take prior permission.

  • Click here to avail the information about the Event clearance and Political clearance from MHA/MEA, Govt. of India
  • The NOC Letter from the Ministry of Home Affairs, Govt. of India may be downloaded here: https://conference.mha.gov.in/events/NOC_letter.pdf.
  • To download the screenshot of guidelines for security/event clearance click here.

Please note that the participants (requiring accommodation) who register before November 25, 2025 will be prioritized during the allotment of the accommodation.

Dr. Rafikul Alam
Professor
Indian Institute of Technology Guwahati, India

Research Interests: Perturbation theory for linear operators, Structured perturbation theory for matrices, Nonlinear eigenvalue problems, Multiparameter eigenvalue problems. Read more
Achievements: Currently Prof. Rafikul Alam is working as a professor in the department of Mathematics, Indian Institute of Technology… Read more

Dr. Sasmita Barik
Professor
Indian Institute of Technology, Bhubaneshwar, India

Research Interests: Combinatorial Matrix Theory; Spectral Graph Theory Read more
Achievements: Dr. Sasmita Barik is a Professor in Mathematics, at the Department of Mathematics, Indian Institute of Technology Bhubaneswar,… Read more

Dr. Abraham Berman
Emeritus Professor
Technion-Israel Institute of Technology, Israel

Research Interests: Matrices, Graphs and the connections between the two Read more
Achievements: Abraham Berman received his B.Sc. (1966) and M.Sc. (1968) in mathematics from the Technion. In 1970 he received… Read more

Dr. Susmita Datta
Professor
University of Florida, Gainesville

Research Interests: Methodological: Bioinformatics, Clustering and Classification, Genomics, Proteomics, Infectious Disease Modeling, Non-linear Regression modeling for Systems Biology, Statistical Issues… Read more
Achievements: Susmita Datta has received her PhD degree in Statistics from the University of Georgia, Athens, Georgia, USA followed… Read more

Integrating multi-omics data with joint graph-regularized Single-Cell Kullback-Leibler Sparse Non-negative Matrix Factorization (jrSiCKLSNMF) method

Recent advancements in multi-assay single-cell omics technologies have made it possible to collect multiple layers of molecular information from the same individual cells. Each omics modality—such as transcriptomics, epigenomics, or proteomics—offers a distinct perspective on cellular identity and function. Integrating these diverse data types holds significant potential for uncovering deeper and more comprehensive insights into complex cellular processes. However, modeling single-cell multi-omics data presents substantial challenges due to its high dimensionality, inherent sparsity, and technical noise.

To address these challenges, we introduce a novel integrative analytical framework “joint graph-regularized Single-Cell Kullback-Leibler Sparse Non-negative Matrix Factorization (jrSiCKLSNMF)—pronounced “junior sickles NMF.” This method is specifically designed to extract biologically meaningful latent factors that are shared across multiple omics modalities within the same set of single cells. By incorporating graph-based regularization, our approach leverages known relationships among cells to preserve local manifold structures, enhancing the interpretability and biological relevance of the learned factors.

Our implementation includes an efficient multiplicative update scheme that allows scalable computation even for large-scale datasets. We rigorously evaluated jrSiCKLSNMF on synthetic datasets generated using third-party simulation tools. Across a range of benchmarking scenarios, our method consistently outperformed several state-of-the-art approaches in terms of clustering accuracy and robustness.

Moreover, when applied to a real-world multi-assay single-cell omics dataset, jrSiCKLSNMF achieved clustering results that aligned well with known biological annotations, demonstrating its potential utility in practical applications. The method’s ability to integrate heterogeneous omics layers while maintaining sensitivity to subtle cell-type differences makes it a valuable tool for advancing our understanding of cellular heterogeneity in health and disease.

Dr. Biswajit Deb
Associate Professor
Sikkim Manipal Institute of Technology, Sikkim, India

Research Interests: Motion Planning Problem, Spectral Graph Theory Read more
Achievements: Read more

Dr. N. Eagambaram
Former Deputy Director General
Indian Statistical Service (Retired), Government of India

Research Interests: Generalized Inverses of Matrices and Linear Complimentarity Problem Read more
Achievements: N.Eagambaram completed his M. Sc. in Statistics from Annamalai University in 1976. He worked as Lecturer in Statistics… Read more

Disjoint sections of positive semi-definite matrices and their applications in Gauss Markov Models
Dr. Shaun M. Fallat
Professor and Head
University of Regina, Canada

Research Interests: Matrix Theory, Discrete Mathematics, Graph Theory, Combinatorial Matrix Analysis Read more
Achievements: He has written a book titled 'Totally Nonnegative Matrices' which was published by Princeton University Press. He has… Read more

Dr. Chengcheng Hao
Associate Professor
Shanghai University of International Business and Economics, China

Research Interests: Multivariate longitudinal data analysis, linear models, statistical diagnostics Read more
Achievements: Prof. Chengcheng Hao is an associate professor in School of Statistics and Information, Shanghai University of International Business… Read more

Dr. Stephen J. Haslett
Professor Emeritus & Director
Massey University, New Zealand

Research Interests: Mathematical Statistics, Medicine, Health Sciences, Psychology, Human Development, Political Science, History, the Humanities, Social Sciences, Zoology, Botany, Marine… Read more
Achievements: Stephen J. Haslett is a former Professor and Director of the Statistical Consulting Unit. He is a Fellow… Read more

Dr. Surender Kumar Jain
Emeritus Professor
Ohio University, USA

Research Interests: Algebra, Linear Algebra Read more
Achievements: Distinguished Professor S. K. Jain served Ohio University, Department of Mathematics from 1970 to 2009. He also served… Read more

Dr. Sachindranath Jayaraman
Associate Professor
Indian Institute of Science Education and Research Thiruvananthapuram

Research Interests: linear algebra and matrix analysis Read more
Achievements: Read more

Dr. Debajit Kalita
Associate Professor
Tezpur University, Assam, India

Research Interests: Algebraic Graph Theory: Linear Algebra and its Applications to Graph Theory, Adjacency and Laplacian Spectra of Graphs. Read more
Achievements: Debajit Kalita received his MSc degree from Gauhati University and a Ph.D. degree from IIT Guwahati. He has… Read more

Dr. Rajesh Kannan
Assistant Professor
Indian Institute of Technology Hyderabad, India

Research Interests: Algebraic and Spectral Graph Theory, Matrix Theory, Combinatorics Read more
Achievements: Rajesh Kannan is a assistant professor in the department of Mathematics, Indian Institute of Technology Hyderabad. He has… Read more

Dr. Apoorva Khare
Associate Professor
Indian Institute of Science, Bangalore, India

Research Interests: Positivity and analysis, representation theory of Lie algebras, combinatorics and discrete mathematics Read more
Achievements: Prof. Apoorva Khare is currently working as an Associate Professor in Mathematics at the Indian Institute of Science,… Read more

Dr. Stephen J. Kirkland
Professor
University of Manitoba, Canada

Research Interests: Theory and Applications of Nonnegative Matrices, Combinatorial Matrix Theory, Spectral Graph Theory Read more
Achievements: Prof. Kirkland has been published more than 130 journal articles, and author of 4 books. He is the… Read more

Dr. Andre Leroy
Professor Emeritus
Universit´e d’Artois, France.

Research Interests: Ring theory, Matrix theory Read more
Achievements: Read more

Dr. Yonghui Liu
Professor
Shanghai University of International Business and Economics, China

Research Interests: Matrix Theory, Ranking, Maximum Likelihood, Regression Modeling, Applied Mathematics, Econometrics, Statistics, VAR, Matrix, Matrices Read more
Achievements: Prof. Yonghui Liu is a Professor/Director of Digit Economy and Trade Lab in Shanghai University of International Business… Read more

Dr. Lina Mallozzi
Professor
Universita' degli studi di Napoli, Federico ii, Docenti

Research Interests: Game Theory, Mathematics for Economics, Optimization Theory Read more
Achievements: Lina Mallozzi received her master's degree in Mathematics in 1987 and the PhD in Applied Mathematics and Computer… Read more

On bimatrix games having pure Nash equilibria

We explore the existence of pure Nash equilibria in bimatrix games, that are equilibria where each player deterministically plays one pure strategy.

Every finite noncooperative two-player nonzero-sum game, also called as a bimatrix game, has at least one Nash equilibrium in the mixed strategy extension, i.e. when players may play probability distributions over their available strategies. Special classes of games have been studied where a pure Nash equilibrium is guaranteed to exist, for example, subclasses of symmetric games, potential games ([2]), symmetric potential games and aggregative games.
Shapley ([3]) showed that a matrix game, namely a two-player zero sum game, has a pure saddle point if every 2$\times$2 subgame has one. For bimatrix games, however, a similar condition on 2$\times$2 subgames is not sufficient for the existence of pure Nash equilibria.

We prove the existence of pure Nash equilibria for symmetric bimatrix games that have the quasi harmonicity property ([1]) and quasiconcavity at the diagonal property. We also show existence of pure Nash equilibria for some classes of bimatrix games, not necessarily symmetric, by generalizing the results of Shapley. Some illustrative examples and directions for future work are discussed as well.

References

[1] L. Mallozzi and A. Sacco, Stackelberg-Nash equilibrium and quasi harmonic games, Annals of Operations Research, 318, 1029–1041, 2022.

[2] D. Monderer and L. S. Shapley, Potential games, Games and Economic Behavior, 14, 124–143, 1996.

[3] L. S. Shapley, Some topics in two-person games. In: Dresher, M., Shapley, L. S. and Tucker, A. W. (eds), Advances in game theory, Princeton University Press, Princeton, 1–28, 1964.

Dr. David Raj Micheal
Assistant Professor
Vellore Institute of Technology, Chennai, India

Research Interests: Matrix theory, generalized inverses, matrices and graphs Read more
Achievements: Read more

Dr. Bojan Mohar
Professor
Simon Fraser University, Canada

Research Interests: Topological Graph Theory, Graph minors, Graph coloring, Algebraic graph theory, Graph algorithms Read more
Achievements: Bojan Mohar is a professor at Department of Mathematics, Simon Fraser University, Canada. Topological Graph Theory, Graph minors,… Read more

Dr. Samir K. Neogy
Professor
Indian Statistical Institute, Delhi, India

Research Interests: Applied Statistics, Linear Programming, Nonlinear Programming, Non-cooperative games, Stochastic games, Statistical Quality Control, Six Sigma, Quality Management. Read more
Achievements: Based on his research and teaching interests, in applied statistics and matrix methods, he has published several research… Read more

Dr. Sukanta Pati
Professor
Indian Institute of Technology Guwahati, India

Research Interests: Spectral Graph Theory, Linear and Multi-linear Algebra Read more
Achievements: He is a member of the editorial board of reputable journals like Linear Multilinear algebra. Also has a… Read more

Dr. Simo Puntanen
Visiting Professor
Tampere University, Finland

Research Interests: Matrix methods in statistics, Generalized inverses, Canonical correlations Read more
Achievements: He was a Senior Researcher of the Academy of Finland in 1992--1995. His main research interest lies on… Read more

Dr. T. E. S. Raghavan
Emeritus Professor
University of Illinois at Chicago, USA

Research Interests: Game theory, Linear and non-linear programming, matrix theory, applied statistics, operations research Read more
Achievements: Being a dynamic emeritus professor at the University of Illinois at Chicago has published more than 60 remarkable… Read more

Dr. Balaji Ramamurthy
Professor
Indian Institute Of Technology Madras, India

Research Interests: Complementarity problems on symmetric cones, spectral properties of non-negative matrices and their generalizations Read more
Achievements: He has published 14 research papers in reputed national and international journals. He has publications in linear algebra… Read more

Dr. T. S. S. R. K. Rao
Distinguished Professor
Shiv Nadar Institution of Eminence, Delhi NCR, India

Research Interests: Geometry of Banach spaces, Vector Measures, Tensor Product spaces, L^1-predual theory, Choquet theory, Function algebras, and approximation theory Read more
Achievements: Prof. TSSRK Rao had his undergraduate education in Vijayawada. He obtained B.Sc. and M.Sc. from Andhra University and… Read more

Dr. Dietrich von Rosen
Visiting Professor
Linköping University, Sweden

Research Interests: Multivariate Analysis, Probability and Statistics, Regression Analysis, Mathematical Statistics and its applications Read more
Achievements: He received a PhD from Stockholm University (1986). He was adviser for 18 undergraduate (master) theses in Mathematical… Read more

Dr. Arumugam S.
Adjunct Professor
Ramco Institute of Technology, Tamil Nadu, India

Research Interests: Network Analysis, Graph Theory and its applications, Fuzzy logic and its applications to pattern recognition, Topology , Geometry… Read more
Achievements: He has more than 250 publications and more than 20 books. Most of these books are prescribed as… Read more

Dr. K. C. Sivakumar
Professor
Indian Institute of Technology Madras, India

Research Interests: Infinite Linear Programming, Generalized Inverses of Operators over Hilbert Spaces, Nonnegative Generalized Inverses, Generalizations of Matrix Monotonicity, Linear… Read more
Achievements: K. C. Sivakumar is a Professor at Department of Mathematics, Indian Institute of Technology Madras. He obtained his… Read more

Dr. Sivaramakrishnan Sivasubramanian
Professor
Indian Institute of Technology Bombay, India

Research Interests: Matrix Theory, Graphs, Combinatorics, Combinatorial Optimization, Discrete Mathematics Read more
Achievements: Currently a professor at IIT Bombay, Sivaramakrishnan has published more than 25 research articles in reputed national and… Read more

Dr. Murali K. Srinivasan
Professor
Indian Institute of Technology Bombay, India

Research Interests: Combinatorics, Graph theory Read more
Achievements: Murali K. Srinivasan is working as a professor at the Indian Institute of Technology Bombay. He has published… Read more

Prof. Ambat Vijayakumar
Emeritus Professor
Cochin University of Science and Technology

Research Interests: Graph theory, spectra and energy of graphs, power domination, product graphs Read more
Achievements: Prof. Ambat Vijayakumar is the president of The Academy of Discrete Mathematics and Applications. He has published more… Read more

International Conference on Linear Algebra and its Applications

December 17 - 20, 2025

Participants

If the participants do not belong to the PRC Category or if participants are not required to visit ‘Restricted’ or ‘Protected’ areas in India, or areas affected by terrorism, militancy, extremism, etc., then there is no need to take prior permission.

  • Click here to avail the information about the Event clearance and Political clearance from MHA/MEA, Govt. of India
  • The NOC Letter from the Ministry of Home Affairs, Govt. of India may be downloaded here: https://conference.mha.gov.in/events/NOC_letter.pdf.
  • To download the screenshot of guidelines for security/event clearance click here.

Please note that the participants (requiring accommodation) who register before November 25, 2025 will be prioritized during the allotment of the accommodation.

List of Participants

1. Dr. Rafikul Alam Indian Institute of Technology Guwahati, India
2. Dr. Mojtaba Bakherad Univesity of Sistan and Baluchestan, Iran, Islamic Republic of
3. Ms. BIJOYA BARDHAN Gurucharan College, Silchar, India
4. Prof. Sasmita Barik Indian Institute of Technology Bhubaneswar, India
5. Dr. Abraham Berman Technion-Israel Institute of Technology, Israel, Israel
6. Mr. Ramendra Singh Chauhan Indian Institute of Technologu Guwahati, India
7. Dr. Bharat Pratap Chauhan Shiv Nadar Institution of Eminence, Delhi-NCR, India, India
8. Ms. Alisha D'souza St. Joseph's University, Bangalore, India
9. Dr. Susmita Datta University of Florida, Gainesville, United States
10. Dr. Biswajit Deb Sikkim Manipal University, India
11. Dr. N. Eagambaram Government of India, India
12. Mr. Subhadip Giri Indian Institute of Technology Bhubaneswar, India
13. Prof. Surender Kumar Jain Ohio University, United States
14. Mr. Ayyanar K National Institute of Technology Karnataka, India
15. Mr. MOHANA K S Mangalore University, Mangalore, India
16. Dr. Debajit Kalita Tezpur University., India
17. Dr. Umashankara Kelathaya Manipal Institute of Technology, MAHE, Manipal, India
18. Mr. MOHAMMAD WAQUAS KHADIM INTEGRAL UNIVERSITY LUCKNOW, India
19. Mr. Nafees Khan Khawaza Moinuddin Chisti Language University Lucknow, India
20. Ms. Geethanjali KS Yenepoya deemed to be university bengaluru, India
21. Dr. Ravinder Kumar DEI DAYALBAGH, India
22. Ms. Shweta Kumari Indian Institute of Technology, Patna, India
23. Prof. André Leroy Artois University, France
24. Ms. Hemalatha M National Institute of Technology Karnataka, India
25. Prof. Lina Mallozzi University of Naples Federico II, Italy
Talk on: On bimatrix games having pure Nash equilibria
26. Dr. Amrita Mandal Birla Institute of Technology Mesra, India
27. Dr. Ashutosh Pandey Manipal University Jaipur, India
28. Prof. Sukanta Pati Indian Institute of Technology Guwahati, India
29. Dr. Rashmirekha Patra Sambalpur University Institute of Information Technology, India
30. Prof. Balaji Ramamurthy Indian Institute of Technology Madras, India
31. Dr. Dietrich von Rosen Linköping University, Sweden
32. Mr. Shashank S National Institute of Technology Karnataka, India
33. Dr. Arumugam S Ramco Institute of Technology, Tamil Nadu, India
34. Dr. P Sam Johnson National Institute of Technology Karnataka, Surathkal, India
35. Mr. Muntala Seidu Zinotec Enterpries, Ghana
36. Ms. Prerna Sharma Chaudhary devi lal University, India
37. Prof. Krishnan Sivasubramanian IIT Bombay, India
38. Dr. Murali K Srinivasan Indian Institute of Technology Bombay, India
39. Dr. Raghavan Thirukkannamangai E S University of Illinois at Chicago, United States, United States
40. Mr. Aditya Tyagi Indian Institute of technology gandhinagar, India
41. Prof. Ambat Vijayakumar Cochin University of Science and Technology Cochin, India

International Conference on Linear Algebra and its Applications

December 17 - 20, 2025

Contact

If the participants do not belong to the PRC Category or if participants are not required to visit ‘Restricted’ or ‘Protected’ areas in India, or areas affected by terrorism, militancy, extremism, etc., then there is no need to take prior permission.

  • Click here to avail the information about the Event clearance and Political clearance from MHA/MEA, Govt. of India
  • The NOC Letter from the Ministry of Home Affairs, Govt. of India may be downloaded here: https://conference.mha.gov.in/events/NOC_letter.pdf.
  • To download the screenshot of guidelines for security/event clearance click here.

Please note that the participants (requiring accommodation) who register before November 25, 2025 will be prioritized during the allotment of the accommodation.

Contact us at

carams.mahe@gmail.com

Dr. K. Manjunatha Prasad

Coordinator, CARAMS

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