Saravanan Kandasamy

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 11

Top Topics

Pac Learnability

Strips Planning

Learning Problems

Top Venues

Publications

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