Pal, Soumyabrata
- The Geometric Block Model
2017/09/16 by Galhotra, Sainyam, Mazumdar, Arya, Pal, Soumyabrata +1 · 3 citations
#Data Structures and Algorithms (cs.DS) #E.1 #FOS: Computer and information sciences #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
- Improved Support Recovery in Universal One-bit Compressed Sensing
2022/10/29 by Matsumoto, Namiko, Mazumdar, Arya, Pal, Soumyabrata · 2 citations
#Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Trace Reconstruction: Generalized and Parameterized
2019/04/21 by Krishnamurthy, Akshay, Mazumdar, Arya, McGregor, Andrew +1 · 1 citation
#Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Information Theory (cs.IT)
- From Selection to Generation: A Survey of LLM-based Active Learning
2025/02/17 by Yu Xia, Xia, Yu, Subhojyoti Mukherjee +65 · 4 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Open Education and E-Learning #Wikis in Education and Collaboration
- Recovery of sparse linear classifiers from mixture of responses
2020/10/22 by Venkata Gandikota, Arya Mazumdar, Gandikota, Venkata +3 · 1 citation
Computer Science · #Advanced Data Compression Techniques #Blind Source Separation Techniques #FOS: Computer and information sciences #Face and Expression Recognition #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Support Recovery in Universal One-bit Compressed Sensing
2021/07/19 by Arya Mazumdar, Soumyabrata Pal, Mazumdar, Arya +1 · 1 citation
Computer Science · Engineering · #Blind Source Separation Techniques #Discrete Mathematics (cs.DM) #Electrical and Bioimpedance Tomography #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques
- Support Recovery in Mixture Models with Sparse Parameters
2022/02/24 by Arya Mazumdar, Soumyabrata Pal, Mazumdar, Arya +1 · 1 citation
Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Statistical Methods and Inference
- On Learning Mixture of Linear Regressions in the Non-Realizable Setting
2022/05/26 by Avishek Ghosh, Ghosh, Avishek, Arya Mazumdar +5 · 1 citation
Computer Science · #FOS: Computer and information sciences #Face and Expression Recognition #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
- PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from Related Example Banks
2024/12/07 by Soumya Suvra Ghosal, Saheb Pal, Ghosal, Soumya Suvra +5 · 3 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Information Retrieval (cs.IR) #Network Packet Processing and Optimization #Parallel Computing and Optimization Techniques
- Optimal Algorithms for Latent Bandits with Cluster Structure
2023/01/17 by Soumyabrata Pal, Arun Sai Suggala, Pal, Soumyabrata +4 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Age of Information Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques
- Relic: Enhancing Reward Model Generalization for Low-Resource Indic Languages with Few-Shot Examples
2025/06/19 by Ghosal, Soumya Suvra, Singh, Vaibhav, Ghosh, Akash +4 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences