Publications


A Unified View of Label Shift Estimation
Saurabh Garg, Yifan Wu, Sivaraman Balakrishnan, Zachary Lipton
Under Submission [arxiv]

Neural Architecture for Question Answering Using a Knowledge Graph and Web Corpus
Uma Sawant, Saurabh Garg, Soumen Chakrabarti, Ganesh Ramakrishnan
Information Retrieval Journal, 2019 [Paper]
Invited Oral Talk at European Conference on Information Retrieval (ECIR), 2020

Estimating Uncertainty in MRF-based Image Segmentation: An Exact-MCMC Approach
Suyash Awate, Saurabh Garg, Rohit Jena
Medical Image Analysis Journal, 2019 [Paper]

Code-Switched Language models using Dual RNNs and Same-Source Pretraining
Saurabh Garg*, Tanmay Parekh*, Preethi Jyothi (*joint first authors)
Awarded EMNLP Non-Student Travel Grant
Proceedings of Empirical Methods in Natural Language Processing (EMNLP), 2018 [Paper]

Uncertainty Estimation in Segmentation with Perfect MCMC Sampling in Bayesian MRFs
Saurabh Garg, Suyash Awate
Proceedings of Medical Image Computing & Computer Assisted Intervention (MICCAI), 2019 [Paper]

Dual Language Models for Code Mixed Speech Recognition
Saurabh Garg, Tanmay Parekh, Preethi Jyothi
Awarded ISCA Student Travel Grant
Proceedings of Interspeech 2018 (19th Annual Conference of ISCA) [Paper]

You can also find my publications on my Google Scholar profile.