Jatin Prakash

I'm a first-year CS PhD student at New York University advised by Prof. Rajesh Ranganath. I am also part of the CILVR Lab.

Previously, I spent two amazing years working as a Research Fellow at Microsoft Research India, where I was advised by Dr. Yashoteja Prabhu, Dr. Amit Sharma and Dr. Manik Varma.

Even before that, I graduated from IIT Delhi with a bachelors in CS. During my undergrad, I worked with Prof. Chetan Arora.

I am broadly interested in the intersection of generative models and decision making.

Publications

	On the Necessity of World Knowledge for Mitigating Missing Labels in Extreme Classification Jatin Prakash, Anirudh Buvanesh, Bishal Santra, Deepak Saini, Sachin Yadav, Jian Jiao, Yashoteja Prabhu, Amit Sharma, Manik Varma KDD 2025 Paper / Reviews / Code
	Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction Anirudh Buvanesh, Rahul Chand, Jatin Prakash, Bhawna Paliwal, Mudit Dhawan, Neelabh Madan, Deepesh Hada, Vidit Jain, Sonu Mehta, Yashoteja Prabhu, Manish Gupta, Ramachandran Ramjee, Manik Varma ICLR 2024 Paper / Reviews / Code
	Renee: End-to-end training of extreme classification models Vidit Jain, Jatin Prakash, Deepak Saini, Jian Jiao, Ramachandran Ramjee, Manik Varma MLSys 2023 Paper / Code
	A Novel Data Augmentation Technique for Out-of-Distribution Sample Detection using Compounded Corruptions Ramya Hebbalaguppe, Soumya Suvra Ghosal, Jatin Prakash, Harshad Khadilkar, Chetan Arora ECML-PKDD 2022 Paper / Website / Code
	A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration Ramya Hebbalaguppe, Jatin Prakash, Neelabh Madan, Chetan Arora CVPR* 2022 Oral (4.2% acceptance rate) Paper / Code