Gupta, Chirag

10 publications

NeurIPS 2025 Learning from Interval Targets Rattana Pukdee, Ziqi Ke, Chirag Gupta

ICML 2023 Online Platt Scaling with Calibeating Chirag Gupta, Aaditya Ramdas

UAI 2023 Parity Calibration Youngseog Chung, Aaron Rumack, Chirag Gupta

COLT 2022 Faster Online Calibration Without Randomization: Interval Forecasts and the Power of Two Choices Chirag Gupta, Aaditya Ramdas

ICLR 2022 Top-Label Calibration and Multiclass-to-Binary Reductions Chirag Gupta, Aaditya Ramdas

ICML 2021 Distribution-Free Calibration Guarantees for Histogram Binning Without Sample Splitting Chirag Gupta, Aaditya Ramdas

JMLR 2021 Path Length Bounds for Gradient Descent and Flow Chirag Gupta, Sivaraman Balakrishnan, Aaditya Ramdas

NeurIPS 2020 Distribution-Free Binary Classification: Prediction Sets, Confidence Intervals and Calibration Chirag Gupta, Aleksandr Podkopaev, Aaditya Ramdas

NeurIPS 2018 Support Recovery for Orthogonal Matching Pursuit: Upper and Lower Bounds Raghav Somani, Chirag Gupta, Prateek Jain, Praneeth Netrapalli

ICML 2017 ProtoNN: Compressed and Accurate kNN for Resource-Scarce Devices Chirag Gupta, Arun Sai Suggala, Ankit Goyal, Harsha Vardhan Simhadri, Bhargavi Paranjape, Ashish Kumar, Saurabh Goyal, Raghavendra Udupa, Manik Varma, Prateek Jain