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Chirag Gupta
Chirag Gupta
確認したメール アドレス: cmu.edu - ホームページ
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引用先
引用先
Protonn: Compressed and accurate knn for resource-scarce devices
C Gupta, AS Suggala, A Goyal, HV Simhadri, B Paranjape, A Kumar, ...
International Conference on Machine Learning, 2017
2002017
Nested conformal prediction and quantile out-of-bag ensemble methods
C Gupta, AK Kuchibhotla, AK Ramdas
Pattern Recognition 127, 2022
912022
Distribution-free binary classification: prediction sets, confidence intervals and calibration
C Gupta, A Podkopaev, A Ramdas
Advances in Neural Information Processing Systems, 2020
692020
Distribution-free calibration guarantees for histogram binning without sample splitting
C Gupta, AK Ramdas
International Conference on Machine Learning, 2021
572021
Top-label calibration and multiclass-to-binary reductions
C Gupta, AK Ramdas
International Conference Learning Representations, 2022
412022
EdgeML: Machine Learning for resource-constrained edge devices
DK Dennis, Y Gaurkar, S Gopinath, C Gupta, M Jain, A Kumar, A Kusupati, ...
https://github.com/Microsoft/EdgeML, 2017
392017
Path Length Bounds for Gradient Descent and Flow
C Gupta, S Balakrishnan, A Ramdas
J. Mach. Learn. Res. 22 (68), 1-63, 2021
162021
Resource-efficient machine learning
P Jain, C Gupta, AS Suggala, A Goyal, H Simhadri
US Patent App. 15/623,661, 2018
82018
Support recovery for orthogonal matching pursuit: upper and lower bounds
R Somani, C Gupta, P Jain, P Netrapalli
Advances in Neural Information Processing Systems, 2018
72018
Online Platt Scaling with Calibeating
C Gupta, A Ramdas
International Conference on Machine Learning, 2023
52023
Faster online calibration without randomization: interval forecasts and the power of two choices
C Gupta, A Ramdas
Conference on Learning Theory, 2022
52022
Parity Calibration
Y Chung, A Rumack, C Gupta
Conference on Uncertainty in Artificial Intelligence, 2023
22023
Post-hoc calibration without distributional assumptions
C Gupta
Ph.D. thesis. Carnegie Mellon University Pittsburgh, PA 15213, USA, 2023
22023
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