Chirag Gupta
10 papers · 2017–2025 · 7 venues · across top CS/AI venues
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Achievements
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๐ Academic Marathon ยท Sprint ๐ฃ Hot Topic Early Bird ๐ Interdisciplinary Bridge ยท Bronze ๐ Conference Polyglot ยท Silver ๐บ๏ธ Taxonomy Completionist (24)
๐
Keyword Champion
(2)
๐
Trend Setter
๐
Century Club ยท Bronze
๐๏ธ
Keyword Collector
(52)
Top co-authors
Research topics
Keywords
probabilistic forecasting
(2)
platt scaling
(2)
histogram binning
(2)
online learning
(2)
binary classification
(2)
logistic regression
(1)
convex optimization
(1)
adversarial learning
(1)
sparse regression
(1)
probability calibration
(1)
gradient descent
(1)
probabilistic prediction
(1)
generalization error
(1)
multi-class classification
(1)
nearest neighbor
(1)
distribution drift
(1)
low-dimensional embedding
(1)
time series
(1)
restricted strong convexity
(1)
support recovery
(1)
Papers
Calibrating LLMs for Text-to-SQL Parsing by Leveraging Sub-clause Frequencies
EMNLP 2025
Online Platt Scaling with Calibeating
ICML 2023
Parity calibration
UAI 2023
Faster online calibration without randomization: interval forecasts and the power of two choices
COLT 2022
Top-label calibration and multiclass-to-binary reductions
ICLR 2022
Distribution-Free Calibration Guarantees for Histogram Binning without Sample Splitting
ICML 2021
Path Length Bounds for Gradient Descent and Flow
JMLR 2021
Distribution-free binary classification: prediction sets, confidence intervals and calibration
NeurIPS 2020
Support Recovery for Orthogonal Matching Pursuit: Upper and Lower bounds
NeurIPS 2018
ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices
ICML 2017