Jatin Prakash

I am a Research Fellow at Microsoft Research, India (MSRI), where I am advised by Dr. Manik Varma and Dr. Amit Sharma.

I graduated from Indian Insitute of Technology (IIT) Delhi with a Bachelor's in Computer Science and Engineering (CSE). During my undergraduate, I worked with Prof. Chetan Arora.

Email / CV / Google Scholar / Twitter / Github

Research Interests

I am interested in developing practical methods that make machine learning (ML) systems robust, especially to naturally occurring distribution changes, so that they can be deployed reliably in the real world at large-scales.

Publications
* denotes equal contribution, + denotes signifcant contribution

	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
	Enhancing Tail Performance in Extreme Classifiers by Label Variance Reduction Anirudh Buvanesh, Rahul Chand, Jatin Prakash+, Bhawna Paliwal ..., Manik Varma ICLR 2024 Paper / Reviews
	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