Learning and Networks Group

Krishnakumar (PhD student)

• Publications:
  Fast and Secure Routing Algorithms for Quantum Key Distribution Networks, Shahbaz Akhtar, Krishnakumar G, Vishnu B, Abhishek Sinha, IEEE/ACM Transactions on Networking.
Tandem Queue Decomposition: A Throughput-Optimal Routing Policy for Quantum Key Distribution Networks, (Best poster award) Shahbaz Akhtar, Krishnakumar G, Vishnu B, Abhishek Sinha, JTG 2022.

Siddhant Chaudhary, student at CMI

Sourav Sahoo, Dual Degree at IITM (currently a PhD student at the Operations Research Center, MIT)

• Publications:
  Online Subset Selection using α-CORE with no Augmented Regret, S. Sahoo, S. Chaudhary, S. Mukhopadhyay, and A. Sinha, under submission.
k-experts: Online Policies and Fundamental Limits, S. Mukhopadhyay, S. Sahoo, A. Sinha, AISTATS 2022.
(Master's thesis) The k-experts problem, Sourav Sahoo.

Ativ Joshi, Project associate from CMI (currently at PhD student at CICS, U Mass Amherst)

Samrat Mukhopadhyay, Institute Post-doctoral Fellow (Currently an Assistant Professor of ECE at IIT (ISM) Dhanbad)

• Publications:
  1. Online Subset Selection using α-CORE with no Augmented Regret, S. Sahoo, S. Chaudhary, S. Mukhopadhyay, and A. Sinha, under submission.
2. Online Caching with Optimal Switching Regret, S. Mukhopadhyay, A. Sinha. ISIT 2021, Melbourne, Australia.
3. k-experts: Online Policies and Fundamental Limits, S. Mukhopadhyay, S. Sahoo, A. Sinha, AISTATS 2022.

Debjit Paria, MS student from the Chennai Mathematical Institute (CMI) (currently a Quantitative Researcher at Millennium)

• Publications:
  1. LeadCache: Regret-Optimal Caching in Networks , D. Paria, A. Sinha. NeurIPS 2021.

Rajarshi Bhattacharjee, project associate (Currently Ph.D. student at the University of Massachusetts at Amherst)

• Publications:
  1. Optimizing Age-of-Information in Adversarial and Stochastic Environments, A. Sinha and R. Bhattacharjee. IEEE Transactions on Information Theory, 2022.
2. Fundamental Limits on the Regret of Online Network-Caching, R. Bhattacharjee, S. Banerjee, A. Sinha. SIGMETRICS 2020, Boston, USA.
3. Competitive Algorithms for Minimizing the Maximum Age-of-Information, R. Bhattacharjee, A. Sinha. Workshop on Mathematical performance Modeling and Analysis (MAMA) 2020, Boston, MA, USA.
4. Fundamental Limits of Age-of-Information in Stationary and Non-stationary environments, S. Banerjee, R. Bhattacharjee, A. Sinha, ISIT 2020, LA, USA.

Shahbaz Akhtar Research Scientist (currenly an Assistant Professor at PCE, Purnea)

Arunabh Srivastava, Dual Degree (Currently PhD student at the University of Maryland at College Park)

• Publications:
  1. On Minimizing the Maximum Age-of-Information For Wireless Erasure Channels, A. Srivastava, A. Sinha, K. Jagannathan, RAWNET 2019, Avignon, France.

Subhankar Banerjee, MS student (Currently PhD student at the University of Maryland)

• Publications:
  1. Fundamental Limits on the Regret of Online Network-Caching, R. Bhattacharjee, S. Banerjee, A. Sinha. SIGMETRICS 2020 , Boston, USA.
2. Fundamental Limits of Age-of-Information in Stationary and Non-stationary environments, S. Banerjee, R. Bhattacharjee, A. Sinha, ISIT 2020, LA, USA.

Avijit Mandal, Project Associate (Currently PhD student at Duke University)

Vishnu B (B. Tech, currently working at Oracle)

Rishhanth Maanav V, DD student (currently working at Morgan Stanley)

Bodagala Viswa Chaitanya, B. Tech. student (currently working at Qualcomm)