Kiran Purohit

According to our database, Kiran Purohit authored at least 9 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

From Tokens to Steps: Verification-Aware Speculative Decoding for Efficient Multi-Step Reasoning.

Kiran Purohit, Ramasuri Narayanam, Soumyabrata Pal

CoRR, April, 2026

2025

Sample Efficient Demonstration Selection for In-Context Learning.

Kiran Purohit, Venktesh V, Sourangshu Bhattacharya, Avishek Anand

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

A Greedy Hierarchical Approach to Whole-Network Filter-Pruning in CNNs.

Kiran Purohit, Anurag Reddy Parvathgari, Sourangshu Bhattacharya

Trans. Mach. Learn. Res., 2024

EXPLORA: Efficient Exemplar Subset Selection for Complex Reasoning.

Kiran Purohit, Venktesh V, Raghuram Devalla, Krishna Yerragorla, Sourangshu Bhattacharya, Avishek Anand

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

A Data-Driven Defense Against Edge-Case Model Poisoning Attacks on Federated Learning.

Kiran Purohit, Soumi Das, Sourangshu Bhattacharya, Santu Rana

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

LearnDefend: Learning to Defend against Targeted Model-Poisoning Attacks on Federated Learning.

Kiran Purohit, Soumi Das, Sourangshu Bhattacharya, Santu Rana

CoRR, 2023

2022

Accurate and Efficient Channel pruning via Orthogonal Matching Pursuit.

Kiran Purohit, Anurag Reddy Parvathgari, Soumi Das, Sourangshu Bhattacharya

Proceedings of the Second International Conference on AI-ML Systems, 2022

2021

Reproducibility Report: Contextualizing Hate Speech Classifiers with Post-hoc Explanation.

Kiran Purohit, Owais Iqbal, Ankan Mullick

CoRR, 2021

COVID-19 Detection on Chest X-Ray and CT Scan Images Using Multi-image Augmented Deep Learning Model.

Kiran Purohit, Abhishek Kesarwani, Dakshina Ranjan Kisku, Mamata Dalui

Proceedings of the Seventh International Conference on Mathematics and Computing, 2021