Chowdhury, Somnath Basu Roy
- Towards Scalable Exact Machine Unlearning Using Parameter-Efficient Fine-Tuning
2024/06/24 by Somnath Basu Roy Chowdhury, Krzysztof Choromański, Chowdhury, Somnath Basu Roy +7 · 7 citations
Computer Science · Engineering · #Analog and Mixed-Signal Circuit Design #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Neural Networks and Applications
- Exploring Safety-Utility Trade-Offs in Personalized Language Models
2024/06/17 by Vijjini, Anvesh Rao, Chowdhury, Somnath Basu Roy, Chaturvedi, Snigdha · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Handwriting Profiling using Generative Adversarial Networks
2016/11/27 by Ghosh, Arna, Bhattacharya, Biswarup, Chowdhury, Somnath Basu Roy · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Embodied AI with Two Arms: Zero-shot Learning, Safety and Modularity
2024/04/04 by Varley, Jake, Singh, Sumeet, Jain, Deepali +5 · 2 citations
#FOS: Computer and information sciences #Robotics (cs.RO)
- Is Everything in Order? A Simple Way to Order Sentences
2021/04/14 by Chowdhury, Somnath Basu Roy, Brahman, Faeze, Chaturvedi, Snigdha · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Read Top News First: A Document Reordering Approach for Multi-Document News Summarization
2022/03/19 by Zhao, Chao, Huang, Tenghao, Chowdhury, Somnath Basu Roy +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Unsupervised Extractive Opinion Summarization Using Sparse Coding
2022/03/15 by Chowdhury, Somnath Basu Roy, Zhao, Chao, Chaturvedi, Snigdha · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Learning Fair Representations via Rate-Distortion Maximization
2022/01/31 by Somnath Basu Roy Chowdhury, Snigdha Chaturvedi, Chowdhury, Somnath Basu Roy +1 · 1 citation
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Adversarial Scrubbing of Demographic Information for Text Classification
2021/09/17 by Chowdhury, Somnath Basu Roy, Ghosh, Sayan, Li, Yiyuan +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Structured Unrestricted-Rank Matrices for Parameter Efficient Fine-tuning
2024/06/25 by Arijit Sehanobish, Sehanobish, Arijit, Avinava Dubey +12 · 1 voice · 1 citation
Computer Science · Physics and Astronomy · #cs.LG #cs.AI #cs.CV
- Enhancing Group Fairness in Online Settings Using Oblique Decision Forests
2023/10/17 by Somnath Basu Roy Chowdhury, Chowdhury, Somnath Basu Roy, Nicholas Monath +11 · 1 citation
Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Robust Concept Erasure via Kernelized Rate-Distortion Maximization
2023/11/30 by Somnath Basu Roy Chowdhury, Chowdhury, Somnath Basu Roy, Nicholas Monath +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
- Incremental Extractive Opinion Summarization Using Cover Trees
2024/01/16 by Chowdhury, Somnath Basu Roy, Monath, Nicholas, Dubey, Avinava +4 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Fundamental Limits of Perfect Concept Erasure
2025/03/25 by Somnath Basu Roy Chowdhury, Avinava Dubey, Chowdhury, Somnath Basu Roy +11 · 2 citations
Computer Science · Social Sciences · #Advanced Text Analysis Techniques #Educational Assessment and Pedagogy #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG)