Somnath Basu Roy Chowdhury

According to our database, Somnath Basu Roy Chowdhury authored at least 27 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Incremental Extractive Opinion Summarization Using Cover Trees.

Somnath Basu Roy Chowdhury, Nicholas Monath, Kumar Avinava Dubey, Manzil Zaheer, Andrew McCallum, Amr Ahmed, Snigdha Chaturvedi

Trans. Mach. Learn. Res., 2024

Structured Unrestricted-Rank Matrices for Parameter Efficient Fine-tuning.

Arijit Sehanobish, Avinava Dubey, Krzysztof Choromanski, Somnath Basu Roy Chowdhury, Deepali Jain, Vikas Sindhwani, Snigdha Chaturvedi

CoRR, 2024

Towards Scalable Exact Machine Unlearning Using Parameter-Efficient Fine-Tuning.

Somnath Basu Roy Chowdhury, Krzysztof Choromanski, Arijit Sehanobish, Avinava Dubey, Snigdha Chaturvedi

CoRR, 2024

Fast Tree-Field Integrators: From Low Displacement Rank to Topological Transformers.

Krzysztof Choromanski, Arijit Sehanobish, Somnath Basu Roy Chowdhury, Han Lin, Avinava Dubey, Tamás Sarlós, Snigdha Chaturvedi

CoRR, 2024

Exploring Safety-Utility Trade-Offs in Personalized Language Models.

Anvesh Rao Vijjini, Somnath Basu Roy Chowdhury, Snigdha Chaturvedi

CoRR, 2024

Embodied AI with Two Arms: Zero-shot Learning, Safety and Modularity.

Jake Varley, Sumeet Singh, Deepali Jain, Krzysztof Choromanski, Andy Zeng, Somnath Basu Roy Chowdhury, Avinava Dubey, Vikas Sindhwani

CoRR, 2024

Enhancing Group Fairness in Online Settings Using Oblique Decision Forests.

Somnath Basu Roy Chowdhury, Nicholas Monath, Ahmad Beirami, Rahul Kidambi, Kumar Avinava Dubey, Amr Ahmed, Snigdha Chaturvedi

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Robust Concept Erasure via Kernelized Rate-Distortion Maximization.

Somnath Basu Roy Chowdhury, Nicholas Monath, Kumar Avinava Dubey, Amr Ahmed, Snigdha Chaturvedi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Efficient Graph Field Integrators Meet Point Clouds.

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

Proceedings of the International Conference on Machine Learning, 2023

Unsupervised Opinion Summarization Using Approximate Geodesics.

Somnath Basu Roy Chowdhury, Nicholas Monath, Avinava Dubey, Amr Ahmed, Snigdha Chaturvedi

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Aspect-aware Unsupervised Extractive Opinion Summarization.

Haoyuan Li, Somnath Basu Roy Chowdhury, Snigdha Chaturvedi

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Sustaining Fairness via Incremental Learning.

Somnath Basu Roy Chowdhury, Snigdha Chaturvedi

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Learning Fair Representations via Rate-Distortion Maximization.

Somnath Basu Roy Chowdhury, Snigdha Chaturvedi

Trans. Assoc. Comput. Linguistics, 2022

Read Top News First: A Document Reordering Approach for Multi-Document News Summarization.

Chao Zhao, Tenghao Huang, Somnath Basu Roy Chowdhury, Muthu Kumar Chandrasekaran, Kathleen R. McKeown, Snigdha Chaturvedi

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Unsupervised Extractive Opinion Summarization Using Sparse Coding.

Somnath Basu Roy Chowdhury, Chao Zhao, Snigdha Chaturvedi

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Does Commonsense help in detecting Sarcasm?

Somnath Basu Roy Chowdhury, Snigdha Chaturvedi

CoRR, 2021

Reformulating Sentence Ordering as Conditional Text Generation.

Somnath Basu Roy Chowdhury, Faeze Brahman, Snigdha Chaturvedi

CoRR, 2021

Adversarial Scrubbing of Demographic Information for Text Classification.

Somnath Basu Roy Chowdhury, Sayan Ghosh, Yiyuan Li, Junier Oliva, Shashank Srivastava, Snigdha Chaturvedi

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Is Everything in Order? A Simple Way to Order Sentences.

Somnath Basu Roy Chowdhury, Faeze Brahman, Snigdha Chaturvedi

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

2019

Instance-based Inductive Deep Transfer Learning by Cross-Dataset Querying with Locality Sensitive Hashing.

Somnath Basu Roy Chowdhury, K. M. Annervaz, Ambedkar Dukkipati

Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP, 2019

2018

Learning beyond Datasets: Knowledge Graph Augmented Neural Networks for Natural Language Processing.

K. M. Annervaz, Somnath Basu Roy Chowdhury, Ambedkar Dukkipati

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

AdGAP: Advanced Global Average Pooling.

Arna Ghosh, Biswarup Bhattacharya, Somnath Basu Roy Chowdhury

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Training Autoencoders in Sparse Domain.

Biswarup Bhattacharya, Arna Ghosh, Somnath Basu Roy Chowdhury

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

SIMILARnet: Simultaneous Intelligent Localization and Recognition Network.

Arna Ghosh, Biswarup Bhattacharya, Somnath Basu Roy Chowdhury

CoRR, 2017

Location Optimization of ATM Networks.

Somnath Basu Roy Chowdhury, Biswarup Bhattacharya, Sumit Agarwal

CoRR, 2017

Handwriting Profiling Using Generative Adversarial Networks.

Arna Ghosh, Biswarup Bhattacharya, Somnath Basu Roy Chowdhury

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

SAD-GAN: Synthetic Autonomous Driving using Generative Adversarial Networks.

Arna Ghosh, Biswarup Bhattacharya, Somnath Basu Roy Chowdhury

CoRR, 2016