Somnath Basu Roy Chowdhury

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 40

Top Topics

Decision Forest

Text Classification

Natural Language Processing

Incremental Learning

Top Venues

Publications

Somnath Basu Roy Chowdhury, Krzysztof Choromanski, Arijit Sehanobish, Avinava Dubey, Snigdha Chaturvedi
Towards Scalable Exact Machine Unlearning Using Parameter-Efficient Fine-Tuning. CoRR (2024)
Jake Varley, Sumeet Singh, Deepali Jain, Krzysztof Choromanski, Andy Zeng, Somnath Basu Roy Chowdhury, Avinava Dubey, Vikas Sindhwani
Embodied AI with Two Arms: Zero-shot Learning, Safety and Modularity. CoRR (2024)
Arijit Sehanobish, Avinava Dubey, Krzysztof Choromanski, Somnath Basu Roy Chowdhury, Deepali Jain, Vikas Sindhwani, Snigdha Chaturvedi
Structured Unrestricted-Rank Matrices for Parameter Efficient Fine-tuning. CoRR (2024)
Krzysztof Choromanski, Arijit Sehanobish, Somnath Basu Roy Chowdhury, Han Lin, Avinava Dubey, Tamás Sarlós, Snigdha Chaturvedi
Fast Tree-Field Integrators: From Low Displacement Rank to Topological Transformers. CoRR (2024)
Somnath Basu Roy Chowdhury, Nicholas Monath, Ahmad Beirami, Rahul Kidambi, Kumar Avinava Dubey, Amr Ahmed, Snigdha Chaturvedi
Enhancing Group Fairness in Online Settings Using Oblique Decision Forests. ICLR (2024)
Somnath Basu Roy Chowdhury, Nicholas Monath, Kumar Avinava Dubey, Manzil Zaheer, Andrew McCallum, Amr Ahmed, Snigdha Chaturvedi
Incremental Extractive Opinion Summarization Using Cover Trees. Trans. Mach. Learn. Res. 2024 (2024)
Somnath Basu Roy Chowdhury, Nicholas Monath, Avinava Dubey, Manzil Zaheer, Andrew McCallum, Amr Ahmed, Snigdha Chaturvedi
Incremental Extractive Opinion Summarization Using Cover Trees. CoRR (2024)
Anvesh Rao Vijjini, Somnath Basu Roy Chowdhury, Snigdha Chaturvedi
Exploring Safety-Utility Trade-Offs in Personalized Language Models. CoRR (2024)
Somnath Basu Roy Chowdhury, Nicholas Monath, Ahmad Beirami, Rahul Kidambi, Avinava Dubey, Amr Ahmed, Snigdha Chaturvedi
Enhancing Group Fairness in Online Settings Using Oblique Decision Forests. CoRR (2023)
Somnath Basu Roy Chowdhury, Nicholas Monath, Avinava Dubey, Amr Ahmed, Snigdha Chaturvedi
Robust Concept Erasure via Kernelized Rate-Distortion Maximization. CoRR (2023)
Krzysztof Marcin Choromanski, Arijit Sehanobish, Han Lin, Yunfan Zhao, Eli Berger, Tetiana Parshakova, Alvin Pan, David Watkins, Tianyi Zhang, Valerii Likhosherstov, Somnath Basu Roy Chowdhury, Kumar Avinava Dubey, Deepali Jain, Tamás Sarlós, Snigdha Chaturvedi, Adrian Weller
Efficient Graph Field Integrators Meet Point Clouds. ICML (2023)
Somnath Basu Roy Chowdhury, Nicholas Monath, Kumar Dubey, Amr Ahmed, Snigdha Chaturvedi
Unsupervised Opinion Summarization Using Approximate Geodesics. EMNLP (Findings) (2023)
Somnath Basu Roy Chowdhury, Nicholas Monath, Kumar Avinava Dubey, Amr Ahmed, Snigdha Chaturvedi
Robust Concept Erasure via Kernelized Rate-Distortion Maximization. NeurIPS (2023)
Haoyuan Li, Somnath Basu Roy Chowdhury, Snigdha Chaturvedi
Aspect-aware Unsupervised Extractive Opinion Summarization. ACL (Findings) (2023)
Krzysztof Choromanski, Arijit Sehanobish, Han Lin, Yunfan Zhao, Eli Berger, Tetiana Parshakova, Alvin Pan, David Watkins, Tianyi Zhang, Valerii Likhosherstov, Somnath Basu Roy Chowdhury, Avinava Dubey, Deepali Jain, Tamás Sarlós, Snigdha Chaturvedi, Adrian Weller
Efficient Graph Field Integrators Meet Point Clouds. CoRR (2023)
Somnath Basu Roy Chowdhury, Snigdha Chaturvedi
Sustaining Fairness via Incremental Learning. AAAI (2023)
Somnath Basu Roy Chowdhury, Snigdha Chaturvedi
Learning Fair Representations via Rate-Distortion Maximization. CoRR (2022)
Somnath Basu Roy Chowdhury, Snigdha Chaturvedi
Learning Fair Representations via Rate-Distortion Maximization. Trans. Assoc. Comput. Linguistics 10 (2022)
Somnath Basu Roy Chowdhury, Snigdha Chaturvedi
Sustaining Fairness via Incremental Learning. CoRR (2022)
Chao Zhao, Tenghao Huang, Somnath Basu Roy Chowdhury, Muthu Kumar Chandrasekaran, Kathleen R. McKeown, Snigdha Chaturvedi
Read Top News First: A Document Reordering Approach for Multi-Document News Summarization. CoRR (2022)
Somnath Basu Roy Chowdhury, Chao Zhao, Snigdha Chaturvedi
Unsupervised Extractive Opinion Summarization Using Sparse Coding. CoRR (2022)
Somnath Basu Roy Chowdhury, Nicholas Monath, Avinava Dubey, Amr Ahmed, Snigdha Chaturvedi
Unsupervised Opinion Summarization Using Approximate Geodesics. CoRR (2022)
Somnath Basu Roy Chowdhury, Chao Zhao, Snigdha Chaturvedi
Unsupervised Extractive Opinion Summarization Using Sparse Coding. ACL (1) (2022)
Chao Zhao, Tenghao Huang, Somnath Basu Roy Chowdhury, Muthu Kumar Chandrasekaran, Kathleen R. McKeown, Snigdha Chaturvedi
Read Top News First: A Document Reordering Approach for Multi-Document News Summarization. ACL (Findings) (2022)
Somnath Basu Roy Chowdhury, Faeze Brahman, Snigdha Chaturvedi
Reformulating Sentence Ordering as Conditional Text Generation. CoRR (2021)
Somnath Basu Roy Chowdhury, Faeze Brahman, Snigdha Chaturvedi
Is Everything in Order? A Simple Way to Order Sentences. EMNLP (1) (2021)
Somnath Basu Roy Chowdhury, Sayan Ghosh, Yiyuan Li, Junier B. Oliva, Shashank Srivastava, Snigdha Chaturvedi
Adversarial Scrubbing of Demographic Information for Text Classification. CoRR (2021)
Somnath Basu Roy Chowdhury, Snigdha Chaturvedi
Does Commonsense help in detecting Sarcasm? CoRR (2021)
Somnath Basu Roy Chowdhury, Sayan Ghosh, Yiyuan Li, Junier Oliva, Shashank Srivastava, Snigdha Chaturvedi
Adversarial Scrubbing of Demographic Information for Text Classification. EMNLP (1) (2021)
Somnath Basu Roy Chowdhury, K. M. Annervaz, Ambedkar Dukkipati
Instance-based Inductive Deep Transfer Learning by Cross-Dataset Querying with Locality Sensitive Hashing. DeepLo@EMNLP-IJCNLP (2019)
K. M. Annervaz, Somnath Basu Roy Chowdhury, Ambedkar Dukkipati
Learning beyond Datasets: Knowledge Graph Augmented Neural Networks for Natural Language Processing. NAACL-HLT (2018)
K. M. Annervaz, Somnath Basu Roy Chowdhury, Ambedkar Dukkipati
Learning beyond datasets: Knowledge Graph Augmented Neural Networks for Natural language Processing. CoRR (2018)
Arna Ghosh, Biswarup Bhattacharya, Somnath Basu Roy Chowdhury
AdGAP: Advanced Global Average Pooling. AAAI (2018)
Somnath Basu Roy Chowdhury, K. M. Annervaz, Ambedkar Dukkipati
Instance-based Inductive Deep Transfer Learning by Cross-Dataset Querying with Locality Sensitive Hashing. CoRR (2018)
Biswarup Bhattacharya, Arna Ghosh, Somnath Basu Roy Chowdhury
Training Autoencoders in Sparse Domain. AAAI (2018)
Arna Ghosh, Biswarup Bhattacharya, Somnath Basu Roy Chowdhury
SIMILARnet: Simultaneous Intelligent Localization and Recognition Network. CoRR (2017)
Somnath Basu Roy Chowdhury, Biswarup Bhattacharya, Sumit Agarwal
Location Optimization of ATM Networks. CoRR (2017)
Arna Ghosh, Biswarup Bhattacharya, Somnath Basu Roy Chowdhury
Handwriting Profiling Using Generative Adversarial Networks. AAAI (2017)
Arna Ghosh, Biswarup Bhattacharya, Somnath Basu Roy Chowdhury
Handwriting Profiling using Generative Adversarial Networks. CoRR (2016)
Arna Ghosh, Biswarup Bhattacharya, Somnath Basu Roy Chowdhury
SAD-GAN: Synthetic Autonomous Driving using Generative Adversarial Networks. CoRR (2016)