Siddharth Barman

18 papers · 2013–2025 · 6 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (19) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

🧬 Topic Evolution 🏆 Keyword Champion (3) 🧭 Keyword Pioneer 🗃️ Keyword Collector (71) 🔥 Unstoppable · Bronze 💎 Century Club · Bronze 🚀 Conference Pioneer

Venues

AAAI (9) IJCAI (4) NeurIPS (2) COLT (1) ICML (1) UAI (1)

Top co-authors

Ayush Sawarni (4) Arindam Khan (3) Gaurav Sinha (2) Arpita Biswas (2) Arnab Maiti (2) Katrina Ligett (1) Mohamad Latifian (1) Umang Bhaskar (1) Rahul Madhavan (1) Yeshwant Pandit (1)

Research topics

Mathematics & Optimization (15) Optimization (14) Artificial Intelligence (10) Machine Learning (10) Core AI (10) Optimization & Theory (5) Learning Types (4) Application Areas (3) Mathematics (1)

Keywords

fair division (6) indivisible good (5) regret bound (4) additive valuation (3) nash social welfare (3) fair allocation (3) combinatorial optimization (3) envy-free allocation (3) pareto efficiency (3) resource allocation (3) envy-freeness up to one good (2) matroid constraint (2) online algorithm (2) multi-armed bandit (2) competitive ratio (2) maximin share (2) numerical linear algebra (1) pareto optimality (1) policy optimization (1) online convex optimization (1)

Papers

Fair Division with Market Values AAAI 2025 Generalized Linear Bandits with Limited Adaptivity NeurIPS 2024 Nearly Equitable Allocations beyond Additivity and Monotonicity AAAI 2024 Fairness and Welfare Quantification for Regret in Multi-Armed Bandits AAAI 2023 Finding Fair Allocations under Budget Constraints AAAI 2023 Learning good interventions in causal graphs via covering UAI 2023 Nash Regret Guarantees for Linear Bandits NeurIPS 2023 Achieving Envy-Freeness with Limited Subsidies under Dichotomous Valuations IJCAI 2022 Truthful and Fair Mechanisms for Matroid-Rank Valuations AAAI 2022 Universal and Tight Online Algorithms for Generalized-Mean Welfare AAAI 2022 Optimal Algorithms for Range Searching over Multi-Armed Bandits IJCAI 2021 Uniform Welfare Guarantees Under Identical Subadditive Valuations IJCAI 2020 Fair Division with a Secretive Agent AAAI 2019 Matroid Constrained Fair Allocation Problem AAAI 2019 On the Proximity of Markets with Integral Equilibria AAAI 2019 Fair Division Under Cardinality Constraints IJCAI 2018 Testing Sparsity over Known and Unknown Bases ICML 2018 A Tale of Two Metrics: Simultaneous Bounds on Competitiveness and Regret COLT 2013