Kandasamy, Saravanan
- The Poisson Midpoint Method for Langevin Dynamics: Provably Efficient Discretization for Diffusion Models
2024/05/27 by Saravanan Kandasamy, Kandasamy, Saravanan, Nagaraj, Dheeraj · 5 citations
Mathematics · Physics and Astronomy · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Theoretical and Computational Physics
- Learning and Testing Causal Models with Interventions
2018/05/24 by Acharya, Jayadev, Bhattacharyya, Arnab, Daskalakis, Constantinos +1 · 1 citation
#Artificial Intelligence (cs.AI) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (stat.ML)
- Testing Product Distributions: A Closer Look
2020/12/29 by Bhattacharyya, Arnab, Gayen, Sutanu, Kandasamy, Saravanan +1 · 1 citation
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)