Chirag Gupta
10 papers · 2017–2025 · 7 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
π Interdisciplinary Bridge π£ Hot Topic Early Bird π Cross-Pollinator (13) πΊοΈ Taxonomy Completionist (21) π§ Keyword Pioneer
π
Conference Polyglot
(7)
π
Academic Marathon
(8)
π
Keyword Champion
(2)
π
Trend Setter
π
Century Club
(10)
Conferences
ICML (3)
NIPS (2)
COLT (1)
EMNLP (1)
ICLR (1)
JMLR (1)
UAI (1)
Top co-authors
Keywords
platt scaling
(2)
probabilistic forecasting
(2)
online learning
(2)
adversarial learning
(1)
convex optimization
(1)
logistic regression
(1)
binary classification
(1)
time series
(1)
nearest neighbor
(1)
sparse regression
(1)
gradient descent
(1)
probabilistic prediction
(1)
generalization error
(1)
support recovery
(1)
low-dimensional embedding
(1)
restricted strong convexity
(1)
distribution drift
(1)
condition number
(1)
generalization bound
(1)
prototype learning
(1)
Papers
Calibrating LLMs for Text-to-SQL Parsing by Leveraging Sub-clause Frequencies
EMNLP 2025
Parity calibration
UAI 2023
Online Platt Scaling with Calibeating
ICML 2023
Top-label calibration and multiclass-to-binary reductions
ICLR 2022
Faster online calibration without randomization: interval forecasts and the power of two choices
COLT 2022
Path Length Bounds for Gradient Descent and Flow
JMLR 2021
Distribution-Free Calibration Guarantees for Histogram Binning without Sample Splitting
ICML 2021
Distribution-free binary classification: prediction sets, confidence intervals and calibration
NIPS 2020
Support Recovery for Orthogonal Matching Pursuit: Upper and Lower bounds
NIPS 2018
ProtoNN: Compressed and Accurate kNN for Resource-scarce Devices
ICML 2017