Ayush Sawarni

12 papers A* 3A 1Journal 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CausalReasoningBenchmark: A Real-World Benchmark for Disentangled Evaluation of Causal Identification and Estimation. CoRR Ayush Sawarni, Jiyuan Tan, Vasilis Syrgkanis
2026	J	`jnl`	Statistical Inference and Learning for Shapley Additive Explanations (SHAP). CoRR Justin Whitehouse, Ayush Sawarni, Vasilis Syrgkanis
2025	J	`jnl`	Policy Learning with Abstention. CoRR Ayush Sawarni, Jikai Jin, Justin Whitehouse, Vasilis Syrgkanis
2025	J	`jnl`	Preference Learning with Response Time. CoRR Ayush Sawarni, Sahasrajit Sarmasarkar, Vasilis Syrgkanis
2024	A*	`conf`	Generalized Linear Bandits with Limited Adaptivity. NeurIPS Ayush Sawarni, Nirjhar Das, Siddharth Barman, Gaurav Sinha
2024	J	`jnl`	Optimal Regret with Limited Adaptivity for Generalized Linear Contextual Bandits. CoRR Ayush Sawarni, Nirjhar Das, Siddharth Barman, Gaurav Sinha
2023	A*	`conf`	Fairness and Welfare Quantification for Regret in Multi-Armed Bandits. AAAI Siddharth Barman, Arindam Khan, Arnab Maiti, Ayush Sawarni
2023	J	`jnl`	Learning Good Interventions in Causal Graphs via Covering. CoRR Ayush Sawarni, Rahul Madhavan, Gaurav Sinha, Siddharth Barman
2023	A	`conf`	Learning good interventions in causal graphs via covering. UAI Ayush Sawarni, Rahul Madhavan, Gaurav Sinha, Siddharth Barman
2023	A*	`conf`	Nash Regret Guarantees for Linear Bandits. NeurIPS Ayush Sawarni, Soumyabrata Pal, Siddharth Barman
2023	J	`jnl`	Nash Regret Guarantees for Linear Bandits. CoRR Ayush Sawarni, Soumybrata Pal, Siddharth Barman
2022	J	`jnl`	Fairness and Welfare Quantification for Regret in Multi-Armed Bandits. CoRR Siddharth Barman, Arindam Khan, Arnab Maiti, Ayush Sawarni