Sawarni, Ayush

6 publications

NeurIPS 2025 Preference Learning with Response Time: Robust Losses and Guarantees Ayush Sawarni, Sahasrajit Sarmasarkar, Vasilis Syrgkanis

NeurIPS 2024 Generalized Linear Bandits with Limited Adaptivity Ayush Sawarni, Nirjhar Das, Siddharth Barman, Gaurav Sinha

ICMLW 2024 Generalized Linear Bandits with Limited Adaptivity Ayush Sawarni, Nirjhar Das, Siddharth Barman, Gaurav Sinha

AAAI 2023 Fairness and Welfare Quantification for Regret in Multi-Armed Bandits Siddharth Barman, Arindam Khan, Arnab Maiti, Ayush Sawarni

UAI 2023 Learning Good Interventions in Causal Graphs via Covering Ayush Sawarni, Rahul Madhavan, Gaurav Sinha, Siddharth Barman

NeurIPS 2023 Nash Regret Guarantees for Linear Bandits Ayush Sawarni, Soumyabrata Pal, Siddharth Barman