Emmanuel Candes
14 papers · 2014–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π Academic Marathon (11) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (29)
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Academic Marathon
(11)
π
Renaissance Researcher
(6)
π
Interdisciplinary Bridge
π
Century Club
(14)
ποΈ
Keyword Collector
(55)
β
The Questioner
Conferences
NIPS (9)
ICML (2)
EMNLP (1)
ICLR (1)
NAACL (1)
Top co-authors
Keywords
conformal prediction
(4)
uncertainty quantification
(3)
prediction set
(3)
conformal inference
(2)
distribution shift
(2)
prediction interval
(2)
statistical estimation
(1)
convex optimization
(1)
online learning
(1)
quantile regression
(1)
gradient descent
(1)
time series forecasting
(1)
hypothesis testing
(1)
variance reduction
(1)
non-convex optimization
(1)
phase retrieval
(1)
accelerated gradient
(1)
covariate shift
(1)
convergence rate
(1)
nesterov method
(1)
Papers
s1: Simple test-time scaling
EMNLP 2025
Can Unconfident LLM Annotations Be Used for Confident Conclusions?
NAACL 2025
Automated Hypothesis Validation with Agentic Sequential Falsifications
ICML 2025
Synthetic continued pretraining
ICLR 2025
Active Statistical Inference
ICML 2024
Conformal PID Control for Time Series Prediction
NIPS 2023
Uncertainty Quantification over Graph with Conformalized Graph Neural Networks
NIPS 2023
Adaptive Conformal Inference Under Distribution Shift
NIPS 2021
Classification with Valid and Adaptive Coverage
NIPS 2020
Achieving Equalized Odds by Resampling Sensitive Attributes
NIPS 2020
Conformal Prediction Under Covariate Shift
NIPS 2019
Conformalized Quantile Regression
NIPS 2019
Solving Random Quadratic Systems of Equations Is Nearly as Easy as Solving Linear Systems
NIPS 2015
A Differential Equation for Modeling Nesterovβs Accelerated Gradient Method: Theory and Insights
NIPS 2014