ML Anthology

Bhattacharya, Sourangshu

13 publications

ICML 2025 Sample Efficient Demonstration Selection for In-Context Learning Kiran Purohit, Venktesh V, Sourangshu Bhattacharya, Avishek Anand
TMLR 2024 A Greedy Hierarchical Approach to Whole-Network Filter-Pruning in CNNs Kiran Purohit, Anurag Reddy Parvathgari, Sourangshu Bhattacharya
AISTATS 2023 Differentiable Change-Point Detection with Temporal Point Processes Paramita Koley, Harshavardhan Alimi, Shrey Singla, Sourangshu Bhattacharya, Niloy Ganguly, Abir De
AISTATS 2021 Learning Temporal Point Processes with Intermittent Observations Vinayak Gupta, Srikanta Bedathur, Sourangshu Bhattacharya, Abir De
ECML-PKDD 2021 Finding High-Value Training Data Subset Through Differentiable Convex Programming Soumi Das, Arshdeep Singh, Saptarshi Chatterjee, Suparna Bhattacharya, Sourangshu Bhattacharya
ICCV 2021 TMCOSS: Thresholded Multi-Criteria Online Subset Selection for Data-Efficient Autonomous Driving Soumi Das, Harikrishna Patibandla, Suparna Bhattacharya, Kshounis Bera, Niloy Ganguly, Sourangshu Bhattacharya
ECML-PKDD 2020 Scalable Backdoor Detection in Neural Networks Haripriya Harikumar, Vuong Le, Santu Rana, Sourangshu Bhattacharya, Sunil Gupta, Svetha Venkatesh
AAAI 2018 Task-Specific Representation Learning for Web-Scale Entity Disambiguation Rijula Kar, Susmija Reddy, Sourangshu Bhattacharya, Anirban Dasgupta, Soumen Chakrabarti
NeurIPS 2016 Learning and Forecasting Opinion Dynamics in Social Networks Abir De, Isabel Valera, Niloy Ganguly, Sourangshu Bhattacharya, Manuel Gomez Rodriguez
UAI 2012 Mechanism Design for Cost Optimal PAC Learning in the Presence of Strategic Noisy Annotators Dinesh Garg, Sourangshu Bhattacharya, S. Sundararajan, Shirish K. Shevade
ICML 2010 Robust Formulations for Handling Uncertainty in Kernel Matrices Sahely Bhadra, Sourangshu Bhattacharya, Chiranjib Bhattacharyya, Aharon Ben-Tal
NeurIPS 2007 Kernels on Attributed Pointsets with Applications Mehul Parsana, Sourangshu Bhattacharya, Chiru Bhattacharya, K. Ramakrishnan
ICML 2007 Structural Alignment Based Kernels for Protein Structure Classification Sourangshu Bhattacharya, Chiranjib Bhattacharyya, Nagasuma R. Chandra