Somnath Basu Roy Chowdhury

48 papers A* 10A 2Journal 27Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Inference-time Unlearning Using Conformal Prediction.
CoRR
Somnath Basu Roy Chowdhury, Rahul Kidambi, Avinava Dubey, David Wang, Gökhan Mergen, Amr Ahmed, Aranyak Mehta
2025 — conf
Exploring Safety-Utility Trade-Offs in Personalized Language Models.
NAACL (Long Papers)
Anvesh Rao Vijjini, Somnath Basu Roy Chowdhury, Snigdha Chaturvedi
2025 A conf
Fundamental Limits of Perfect Concept Erasure.
AISTATS
Somnath Basu Roy Chowdhury, Kumar Avinava Dubey, Ahmad Beirami, Rahul Kidambi, Nicholas Monath, Amr Ahmed, Snigdha Chaturvedi
2025 J jnl
Fundamental Limits of Perfect Concept Erasure.
CoRR
Somnath Basu Roy Chowdhury, Avinava Dubey, Ahmad Beirami, Rahul Kidambi, Nicholas Monath, Amr Ahmed, Snigdha Chaturvedi
2025 A* conf
Towards Scalable Exact Machine Unlearning Using Parameter-Efficient Fine-Tuning.
ICLR
Somnath Basu Roy Chowdhury, Krzysztof Marcin Choromanski, Arijit Sehanobish, Kumar Avinava Dubey, Snigdha Chaturvedi
2024 A conf
Embodied AI with Two Arms: Zero-shot Learning, Safety and Modularity.
IROS
Jake Varley, Sumeet Singh, Deepali Jain, Krzysztof Choromanski, Andy Zeng, Somnath Basu Roy Chowdhury, Avinava Dubey, Vikas Sindhwani
2024 J jnl
Embodied AI with Two Arms: Zero-shot Learning, Safety and Modularity.
CoRR
Jake Varley, Sumeet Singh, Deepali Jain, Krzysztof Choromanski, Andy Zeng, Somnath Basu Roy Chowdhury, Avinava Dubey, Vikas Sindhwani
2024 A* conf
Enhancing Group Fairness in Online Settings Using Oblique Decision Forests.
ICLR
Somnath Basu Roy Chowdhury, Nicholas Monath, Ahmad Beirami, Rahul Kidambi, Kumar Avinava Dubey, Amr Ahmed, Snigdha Chaturvedi
2024 J jnl
Exploring Safety-Utility Trade-Offs in Personalized Language Models.
CoRR
Anvesh Rao Vijjini, Somnath Basu Roy Chowdhury, Snigdha Chaturvedi
2024 A* conf
Fast Tree-Field Integrators: From Low Displacement Rank to Topological Transformers.
NeurIPS
Krzysztof Marcin Choromanski, Arijit Sehanobish, Somnath Basu Roy Chowdhury, Han Lin, Kumar Avinava Dubey, Tamás Sarlós, Snigdha Chaturvedi
2024 J jnl
Fast Tree-Field Integrators: From Low Displacement Rank to Topological Transformers.
CoRR
Krzysztof Choromanski, Arijit Sehanobish, Somnath Basu Roy Chowdhury, Han Lin, Avinava Dubey, Tamás Sarlós, Snigdha Chaturvedi
2024 J jnl
Incremental Extractive Opinion Summarization Using Cover Trees.
CoRR
Somnath Basu Roy Chowdhury, Nicholas Monath, Avinava Dubey, Manzil Zaheer, Andrew McCallum, Amr Ahmed, Snigdha Chaturvedi
2024 J jnl
Incremental Extractive Opinion Summarization Using Cover Trees.
Trans. Mach. Learn. Res.
Somnath Basu Roy Chowdhury, Nicholas Monath, Kumar Avinava Dubey, Manzil Zaheer, Andrew McCallum, Amr Ahmed, Snigdha Chaturvedi
2024 J jnl
Structured Unrestricted-Rank Matrices for Parameter Efficient Fine-tuning.
CoRR
Arijit Sehanobish, Avinava Dubey, Krzysztof Choromanski, Somnath Basu Roy Chowdhury, Deepali Jain, Vikas Sindhwani, Snigdha Chaturvedi
2024 A* conf
Structured Unrestricted-Rank Matrices for Parameter Efficient Finetuning.
NeurIPS
Arijit Sehanobish, Kumar Avinava Dubey, Krzysztof Marcin Choromanski, Somnath Basu Roy Chowdhury, Deepali Jain, Vikas Sindhwani, Snigdha Chaturvedi
2024 J jnl
Towards Scalable Exact Machine Unlearning Using Parameter-Efficient Fine-Tuning.
CoRR
Somnath Basu Roy Chowdhury, Krzysztof Choromanski, Arijit Sehanobish, Avinava Dubey, Snigdha Chaturvedi
2023 — conf
Aspect-aware Unsupervised Extractive Opinion Summarization.
ACL (Findings)
Haoyuan Li, Somnath Basu Roy Chowdhury, Snigdha Chaturvedi
2023 A* conf
Efficient Graph Field Integrators Meet Point Clouds.
ICML
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
2023 J jnl
Efficient Graph Field Integrators Meet Point Clouds.
CoRR
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
2023 J jnl
Enhancing Group Fairness in Online Settings Using Oblique Decision Forests.
CoRR
Somnath Basu Roy Chowdhury, Nicholas Monath, Ahmad Beirami, Rahul Kidambi, Avinava Dubey, Amr Ahmed, Snigdha Chaturvedi
2023 A* conf
Robust Concept Erasure via Kernelized Rate-Distortion Maximization.
NeurIPS
Somnath Basu Roy Chowdhury, Nicholas Monath, Kumar Avinava Dubey, Amr Ahmed, Snigdha Chaturvedi
2023 J jnl
Robust Concept Erasure via Kernelized Rate-Distortion Maximization.
CoRR
Somnath Basu Roy Chowdhury, Nicholas Monath, Avinava Dubey, Amr Ahmed, Snigdha Chaturvedi
2023 A* conf
Sustaining Fairness via Incremental Learning.
AAAI
Somnath Basu Roy Chowdhury, Snigdha Chaturvedi
2023 — conf
Unsupervised Opinion Summarization Using Approximate Geodesics.
EMNLP (Findings)
Somnath Basu Roy Chowdhury, Nicholas Monath, Avinava Dubey, Amr Ahmed, Snigdha Chaturvedi
2022 J jnl
Learning Fair Representations via Rate-Distortion Maximization.
CoRR
Somnath Basu Roy Chowdhury, Snigdha Chaturvedi
2022 J jnl
Learning Fair Representations via Rate-Distortion Maximization.
Trans. Assoc. Comput. Linguistics
Somnath Basu Roy Chowdhury, Snigdha Chaturvedi
2022 — conf
Read Top News First: A Document Reordering Approach for Multi-Document News Summarization.
ACL (Findings)
Chao Zhao, Tenghao Huang, Somnath Basu Roy Chowdhury, Muthu Kumar Chandrasekaran, Kathleen R. McKeown, Snigdha Chaturvedi
2022 J jnl
Read Top News First: A Document Reordering Approach for Multi-Document News Summarization.
CoRR
Chao Zhao, Tenghao Huang, Somnath Basu Roy Chowdhury, Muthu Kumar Chandrasekaran, Kathleen R. McKeown, Snigdha Chaturvedi
2022 J jnl
Sustaining Fairness via Incremental Learning.
CoRR
Somnath Basu Roy Chowdhury, Snigdha Chaturvedi
2022 — conf
Unsupervised Extractive Opinion Summarization Using Sparse Coding.
ACL (1)
Somnath Basu Roy Chowdhury, Chao Zhao, Snigdha Chaturvedi
2022 J jnl
Unsupervised Extractive Opinion Summarization Using Sparse Coding.
CoRR
Somnath Basu Roy Chowdhury, Chao Zhao, Snigdha Chaturvedi
2022 J jnl
Unsupervised Opinion Summarization Using Approximate Geodesics.
CoRR
Somnath Basu Roy Chowdhury, Nicholas Monath, Avinava Dubey, Amr Ahmed, Snigdha Chaturvedi
2021 — conf
Adversarial Scrubbing of Demographic Information for Text Classification.
EMNLP (1)
Somnath Basu Roy Chowdhury, Sayan Ghosh, Yiyuan Li, Junier Oliva, Shashank Srivastava, Snigdha Chaturvedi
2021 J jnl
Adversarial Scrubbing of Demographic Information for Text Classification.
CoRR
Somnath Basu Roy Chowdhury, Sayan Ghosh, Yiyuan Li, Junier B. Oliva, Shashank Srivastava, Snigdha Chaturvedi
2021 J jnl
Does Commonsense help in detecting Sarcasm?
CoRR
Somnath Basu Roy Chowdhury, Snigdha Chaturvedi
2021 — conf
Is Everything in Order? A Simple Way to Order Sentences.
EMNLP (1)
Somnath Basu Roy Chowdhury, Faeze Brahman, Snigdha Chaturvedi
2021 J jnl
Reformulating Sentence Ordering as Conditional Text Generation.
CoRR
Somnath Basu Roy Chowdhury, Faeze Brahman, Snigdha Chaturvedi
2019 — conf
Instance-based Inductive Deep Transfer Learning by Cross-Dataset Querying with Locality Sensitive Hashing.
DeepLo@EMNLP-IJCNLP
Somnath Basu Roy Chowdhury, K. M. Annervaz, Ambedkar Dukkipati
2018 A* conf
AdGAP: Advanced Global Average Pooling.
AAAI
Arna Ghosh, Biswarup Bhattacharya, Somnath Basu Roy Chowdhury
2018 J jnl
Instance-based Inductive Deep Transfer Learning by Cross-Dataset Querying with Locality Sensitive Hashing.
CoRR
Somnath Basu Roy Chowdhury, K. M. Annervaz, Ambedkar Dukkipati
2018 — conf
Learning beyond Datasets: Knowledge Graph Augmented Neural Networks for Natural Language Processing.
NAACL-HLT
K. M. Annervaz, Somnath Basu Roy Chowdhury, Ambedkar Dukkipati
2018 J jnl
Learning beyond datasets: Knowledge Graph Augmented Neural Networks for Natural language Processing.
CoRR
K. M. Annervaz, Somnath Basu Roy Chowdhury, Ambedkar Dukkipati
2018 A* conf
Training Autoencoders in Sparse Domain.
AAAI
Biswarup Bhattacharya, Arna Ghosh, Somnath Basu Roy Chowdhury
2017 A* conf
Handwriting Profiling Using Generative Adversarial Networks.
AAAI
Arna Ghosh, Biswarup Bhattacharya, Somnath Basu Roy Chowdhury
2017 J jnl
Location Optimization of ATM Networks.
CoRR
Somnath Basu Roy Chowdhury, Biswarup Bhattacharya, Sumit Agarwal
2017 J jnl
SIMILARnet: Simultaneous Intelligent Localization and Recognition Network.
CoRR
Arna Ghosh, Biswarup Bhattacharya, Somnath Basu Roy Chowdhury
2016 J jnl
Handwriting Profiling using Generative Adversarial Networks.
CoRR
Arna Ghosh, Biswarup Bhattacharya, Somnath Basu Roy Chowdhury
2016 J jnl
SAD-GAN: Synthetic Autonomous Driving using Generative Adversarial Networks.
CoRR
Arna Ghosh, Biswarup Bhattacharya, Somnath Basu Roy Chowdhury