Saravanan Kandasamy

12 papers A* 4A 2B 1Journal 5
YearRankTypeTitle / Venue / Authors
2024 A* conf
The Poisson Midpoint Method for Langevin Dynamics: Provably Efficient Discretization for Diffusion Models.
NeurIPS
Saravanan Kandasamy, Dheeraj Nagaraj
2024 J jnl
The Poisson Midpoint Method for Langevin Dynamics: Provably Efficient Discretization for Diffusion Models.
CoRR
Saravanan Kandasamy, Dheeraj Nagaraj
2023 A conf
Sample Complexity of Distinguishing Cause from Effect.
AISTATS
Jayadev Acharya, Sourbh Bhadane, Arnab Bhattacharyya, Saravanan Kandasamy, Ziteng Sun
2022 A conf
Efficient interventional distribution learning in the PAC framework.
AISTATS
Arnab Bhattacharyya, Sutanu Gayen, Saravanan Kandasamy, Vedant Raval, N. Variyam Vinodchandran
2021 J jnl
Efficient inference of interventional distributions.
CoRR
Arnab Bhattacharyya, Sutanu Gayen, Saravanan Kandasamy, Vedant Raval, N. V. Vinodchandran
2021 B conf
Testing Product Distributions: A Closer Look.
ALT
Arnab Bhattacharyya, Sutanu Gayen, Saravanan Kandasamy, N. V. Vinodchandran
2020 J jnl
Efficiently Learning and Sampling Interventional Distributions from Observations.
CoRR
Arnab Bhattacharyya, Sutanu Gayen, Saravanan Kandasamy, Ashwin Maran, N. V. Vinodchandran
2020 A* conf
Learning and Sampling of Atomic Interventions from Observations.
ICML
Arnab Bhattacharyya, Sutanu Gayen, Saravanan Kandasamy, Ashwin Maran, N. Variyam Vinodchandran
2020 J jnl
Testing Product Distributions: A Closer Look.
CoRR
Arnab Bhattacharyya, Sutanu Gayen, Saravanan Kandasamy, N. V. Vinodchandran
2019 A* conf
Minimum Intervention Cover of a Causal Graph.
AAAI
Saravanan Kandasamy, Arnab Bhattacharyya, Vasant G. Honavar
2018 A* conf
Learning and Testing Causal Models with Interventions.
NeurIPS
Jayadev Acharya, Arnab Bhattacharyya, Constantinos Daskalakis, Saravanan Kandasamy
2018 J jnl
Learning and Testing Causal Models with Interventions.
CoRR
Jayadev Acharya, Arnab Bhattacharyya, Constantinos Daskalakis, Saravanan Kandasamy