Sutanu Gayen

1. Efficient Distance Approximation for Structured High-Dimensional Distributions via Learning
   2020/02/13 by Arnab Bhattacharyya, Sutanu Gayen, Bhattacharyya, Arnab +5 · 3 citations
   Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Statistical Methods and Inference
2. Near-Optimal Learning of Tree-Structured Distributions by Chow-Liu
   2020/11/09 by Arnab Bhattacharyya, Bhattacharyya, Arnab, Sutanu Gayen +5 · 2 citations
   Computer Science · #Bayesian Modeling and Causal Inference #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
3. Total Variation Distance Meets Probabilistic Inference
   2023/09/17 by Arnab Bhattacharyya, Sutanu Gayen, Bhattacharyya, Arnab +9 · 2 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #Computational Complexity (cs.CC) #Data Structures and Algorithms (cs.DS) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Statistical Methods and Inference
4. Distribution Learning Meets Graph Structure Sampling
   2024/05/13 by Arnab Bhattacharyya, Sutanu Gayen, Bhattacharyya, Arnab +7 · 1 citation
   Computer Science · #Text and Document Classification Technologies #Bayesian Methods and Mixture Models #Advanced Graph Neural Networks
5. Learnability of Parameter-Bounded Bayes Nets
   2024/07/01 by Arnab Bhattacharyya, Bhattacharyya, Arnab, Davin Choo +5 · 1 citation
   Computer Science · Engineering · #Neural Networks and Applications #Fault Detection and Control Systems
6. Computational Explorations of Total Variation Distance
   2024/12/13 by Arnab Bhattacharyya, Bhattacharyya, Arnab, Sutanu Gayen +9 · 1 citation
   Computer Science · Engineering · #Time Series Analysis and Forecasting #Fault Detection and Control Systems