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Dr. Shweta Jain

Assistant Professor

shwetajain@iitrpr.ac.in
09348298587
Google Scholar Profile


Introduction

Research Highlights

7

Journal Publications

15

Conference Publications

0

Research Projects

0

Patents

0

Awards & Honours

Qualifications
  1. PhD
  2. M.E.
  3. Btech.
Research Interests
  • Game Theory
  • Machine Learning
  • Reinforcement Learning
Brief Research Profile

  1. 1. Shrikant Saxena and S Jain, "xploring and Mitigating Gender Bias in Book Recommender Systems", Journal of Intelligent Information System, ,  1--22, 2024
  2. 2. Gupta, S., Kaur, K., and S Jain, "EQBAL-RS: Mitigating popularity bias in recommender systems", Journal of Intelligent Information System, 62,  509-534, 2024
  3. 3. Shivam Gupta, Shweta Jain, Ganesh Ghalme, Ck Narayanan, "Efficient Algorithms For Fair Clustering with a New Fairness Notion", Data Mining and Knowledge Discovery, 37,  1959-1997, 2023
  4. 4. Vivek Sethi, Avani Vyas, Shweta Jain, and Sujata Pal, "Energy-and-delay-aware Scheduling and Load Balancing in Vehicular Fog Networks", Telecommunication System, 81,  373-387, 2022
  5. 5. Satyanath Bhat, Shweta Jain, Sujit Gujar, Yadati Narahari, "An optimal bidimensional multi-armed bandit auction for multi-unit procurement", Annals of Mathematics and Artificial Intelligence, 85,  01--2019, 2019
  6. 6. Shweta Jain, Sujit Gujar, Satyanath Bhat, Onno Zoeter, Y. Narahari., "A quality assuring, cost optimal multi-armed bandit mechanism for expertsourcing", Artificial Intelligence Journal, 254,  44-63, 2018
  7. 7. Shweta Jain, Satyanath Bhat, Ganesh Ghalme, Divya Padmanabhan, Y. Narahari, "Mechanisms with Learning for Stochastic Multi-armed Bandit Problems", Indian Journal of Pure and Applied Mathematics, 47,  229-272, 2016

  • 1. Subham Pokhriyal, Shweta Jain, Ganesh Ghalme, Sujit Gujar, Swapnil Dhamal, "Simultaneously Achieving Group Exposure Fairness and Within-Group Meritocracy in Stochastic Bandits", International Conference on Autonomous Agents and Multiagent Systems (AAMAS), ,  1576-1584, 2024
  • 2. Archit Sood, Shweta Jain, Sujit Gujar, "Fairness of Exposure in Online Restless Multi-armed Bandits", International Conference on Autonomous Agents and Multiagent Systems (AAMAS), ,  , 2024
  • 3. Sambhav Solanki, Sujit Gujar,S Jain, " Fairness and Privacy Guarantees in Federated Contextual Bandits", International Conference on Autonomous Agents and Multiagent Systems (AAMAS), ,  , 2024
  • 4. Jaglike Makkar, Bhumika, S Jain, Shivam Gupta, "MFC: A Multishot Approach to Federated Data Clustering", European Conference on Artificial Intelligence (ECAI), ,  , 2023
  • 5. Sumeet Gupta,S Jain, Shashi Shekhar Jha, Ming-Hung Wang, Pao-Ann Hsiung, "Take Expert Advice Judiciously: Combining groupwise calibrated model probabilities with expert prediction", European Conference on Artificial Intelligence (ECAI), ,  , 2023
  • 6. Sagalpreet Singh, S Jain, Shashi Shekhar Jha, "On Subset Selection of Multiple Humans To Improve Human-AI Team Accuracy", International Conference on Autonomous Agents and Multiagent Systems (AAMAS), ,  , 2023
  • 7. Napendra Solanki,S Jain, Suman Banerjee, Yayathi Pavan Kumar S, "Fairness Driven Efficient Algorithms for Sequenced Group Trip Planning Query Problem", International Conference on Autonomous Agents and Multiagent Systems (AAMAS), ,  , 2023
  • 8. Chandlekar, S., Boroju, A.,S Jain, Gujar, S, "A Novel Demand Response Model and Method for Peak Reduction in Smart Grids--PowerTAC", International Conference on Autonomous Agents and Multiagent Systems (AAMAS), ,  , 2023
  • 9. Akansha Singh, PM Reddy, S Jain, Sujit Gujar, "Designing Bounded Min-Knapsack Bandits Algorithms for Sustainable Demand Response", Pacific Rim International Conference on Artificial Intelligence (PRICAI), ,  , 2021
  • 10. S Jain ,Sujit G, "A Multiarmed Bandit Based Incentive Mechanism for a Subset Selection of Customers for Demand Response in Smart Grids", AAAI Conference on Artificial Intelligence (AAAI), ,  , 2020
  • 11. Abhishek, K., S Jain,Gujar S, "Designing Truthful Contextual Multi-Armed Bandits based Sponsored Search Auctions", International Conference on Autonomous Agents and Multiagent Systems (AAMAS), ,  , 2020
  • 12. Barman, S., Ghalme, G., S Jain, Kulkarni, P.,Narang, S., "Fair Division of Indivisible Goods Among Strategic Agents", International Conference on Autonomous Agents and Multiagent Systems (AAMAS), ,  , 2019
  • 13. Ghalme, G., Gujar, S., Kumar, A., S Jain, Narahari, Y. , "Design of coalition resistant credit score functions for online discussion forums", International Conference on Autonomous Agents and Multiagent Systems (AAMAS), ,  , 2018
  • 14. Aritra Chaterjee, Ganesh Ghalme, S Jain, Rohit Vaish, Y. Narahari, "On Thompson Sampling for Stochastic Sleeping Multi-armed Bandits Problem with Adversarial Availability", Uncertainty in Artificial Inetlligence (UAI), ,  , 2017
  • 15. Ganesh Ghalme, S Jain, Sujit Gujar, Y. Narahari, "Thompson Sampling Based Mechanisms for Stochastic Multi-Armed Bandit Problems", International Conference on Autonomous Agents and Multiagent Systems (AAMAS), ,  , 2017

  • 1. Assistant Professor
  • 2. CSE
  • 3. IIT Ropar
  • 4. Co-ordinator
  • 5. Indo-Taiwan Joint Research Center

S. No. Title Funding Agency Role Start Year - End Year Amount (In Lacs) Details

S. No. Title Funding Agency Start Year - End Year Amount (In Lacs) Details

Code Title L-T-P-S-C Type Degree Year Semester