Sourangshu Bhattacharya

Latest

• [May 2025] Paper on Sample Efficient Demonstration Selection for In-Context Learning accepted at (ICML 2025).
• Sample Efficient Demonstration Selection for In-Context Learning
• [Sep 2024] Paper on EXPLORA: Efficient Exemplar Subset Selection for Complex Reasoning accepted at (EMNLP 2024).
• EXPLORA: Efficient Exemplar Subset Selection for Complex Reasoning
• [Aug 2024] Paper on A Greedy Hierarchical Approach to Whole-Network Filter-Pruning in CNNs accepted at (TMLR 2024).
• A Greedy Hierarchical Approach to Whole-Network Filter-Pruning in CNNs
• [Jul 2024] Paper on A Data-Driven Defense against Edge-case Model Poisoning Attacks on Federated Learning accepted at (ECAI 2024).
• A Data-Driven Defense against Edge-case Model Poisoning Attacks on Federated Learning
• [Sep 2022] Paper on Accurate and Efficient Channel pruning via Orthogonal Matching Pursuit accepted at (AIMLSystems 2022).
• Accurate and efficient channel pruning via orthogonal matching pursuit