Arindam Khan

6 papers · 2021–2023 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird

Venues

AAAI (3) NeurIPS (2) IJCAI (1)

Top co-authors

Siddharth Barman (3) Arnab Maiti (3) Vishakha Patil (2) Ganesh Ghalme (1) Sudarshan Shyam (1) Vineet Nair (1) Aditya Subramanian (1) Diptarka Chakraborty (1) K. V. N. Sreenivas (1) Syamantak Das (1)

Research topics

Machine Learning (6) Mathematics & Optimization (4) Optimization (4) Artificial Intelligence (3) Core AI (3) Optimization & Theory (3) Application Areas (2) Learning Types (2) Computer Science (1) Applications (1) Foundations (1)

Keywords

multi-armed bandit (3) online algorithm (2) competitive ratio (2) nash social welfare (2) fair allocation (2) best arm identification (1) regret bound (1) approximation algorithm (1) welfare maximization (1) cumulative reward (1) budget constraint (1) indivisible good (1) geometric mean (1) fair ranking (1) welfare function (1) group representation (1) bounded memory (1) kendall tau metric (1) disparity mitigation (1) improving bandit (1)

Papers

Fairness and Welfare Quantification for Regret in Multi-Armed Bandits AAAI 2023 Finding Fair Allocations under Budget Constraints AAAI 2023 Mitigating Disparity while Maximizing Reward: Tight Anytime Guarantee for Improving Bandits IJCAI 2023 Fair Rank Aggregation NeurIPS 2022 Universal and Tight Online Algorithms for Generalized-Mean Welfare AAAI 2022 Multi-Armed Bandits with Bounded Arm-Memory: Near-Optimal Guarantees for Best-Arm Identification and Regret Minimization NeurIPS 2021