Kandasamy, Saravanan

7 publications

NeurIPS 2024 The Poisson Midpoint Method for Langevin Dynamics: Provably Efficient Discretization for Diffusion Models Saravanan Kandasamy, Dheeraj Nagaraj

AISTATS 2023 Sample Complexity of Distinguishing Cause from Effect Jayadev Acharya, Sourbh Bhadane, Arnab Bhattacharyya, Saravanan Kandasamy, Ziteng Sun

AISTATS 2022 Efficient Interventional Distribution Learning in the PAC Framework Arnab Bhattacharyya, Sutanu Gayen, Saravanan Kandasamy, Vedant Raval, Vinodchandran N. Variyam

ALT 2021 Testing Product Distributions: A Closer Look Arnab Bhattacharyya, Sutanu Gayen, Saravanan Kandasamy, N. V. Vinodchandran

ICML 2020 Learning and Sampling of Atomic Interventions from Observations Arnab Bhattacharyya, Sutanu Gayen, Saravanan Kandasamy, Ashwin Maran, Vinodchandran N. Variyam

AAAI 2019 Minimum Intervention Cover of a Causal Graph Saravanan Kandasamy, Arnab Bhattacharyya, Vasant G. Honavar

NeurIPS 2018 Learning and Testing Causal Models with Interventions Jayadev Acharya, Arnab Bhattacharyya, Constantinos Daskalakis, Saravanan Kandasamy