N. V. Vinodchandran
- Efficient Distance Approximation for Structured High-Dimensional Distributions via Learning
2020/02/13 by Arnab Bhattacharyya, Bhattacharyya, Arnab, Sutanu Gayen +5 · 2 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
- Near-Optimal Learning of Tree-Structured Distributions by Chow-Liu
2020/11/09 by Arnab Bhattacharyya, Sutanu Gayen, Bhattacharyya, Arnab +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
- Total Variation Distance Meets Probabilistic Inference
2023/09/17 by Arnab Bhattacharyya, Bhattacharyya, Arnab, Sutanu Gayen +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
- Promise Problems Meet Pseudodeterminism
2021/03/15 by Peter Dixon, Dixon, Peter, A. Pavan +3 · 1 citation
Computer Science · #Complexity and Algorithms in Graphs #Computational Complexity (cs.CC) #Constraint Satisfaction and Optimization #F.1.2 #F.1.3 #FOS: Computer and information sciences #Formal Methods in Verification
- Distinct Elements in Streams: An Algorithm for the (Text) Book
2022/01/01 by Sourav Chakraborty, N. V. Vinodchandran, Kuldeep S. Meel · 2 voices
Computer Science · #Advanced Database Systems and Queries #Data Mining Algorithms and Applications #Data Stream Mining Techniques #cs.DB #cs.DS
- Estimating the Size of Union of Sets in Streaming Models
2021/06/18 by Kuldeep S. Meel, N. V. Vinodchandran, Sourav Chakraborty · 1 citation
Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Machine Learning and Algorithms #cs.CG #cs.DS
- List and Certificate Complexities in Replicable Learning
2023/04/05 by Peter Dixon, A. Pavan, Dixon, Peter +5 · 1 citation
Computer Science · Mathematics · #Discrete Mathematics (cs.DM) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #G.2 #I.2.6 #Machine Learning (cs.LG) #Machine Learning and Algorithms #Statistical Methods and Inference
- 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
- 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