Emmanuel J. Candès
6 papers · 2016–2024 · 2 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🏃 Academic Marathon (8) 🐣 Hot Topic Early Bird
🐝
Cross-Pollinator
(9)
🗺️
Taxonomy Completionist
(19)
Conferences
JMLR (4)
NIPS (2)
Top co-authors
Keywords
conformal prediction
(2)
conformal inference
(2)
uncertainty quantification
(2)
continuous optimization
(1)
statistical testing
(1)
gradient descent
(1)
gradient boosting
(1)
distribution shift
(1)
online prediction
(1)
strongly convex
(1)
linear convergence
(1)
multiple hypothesis testing
(1)
regret bound
(1)
adaptive algorithm
(1)
prediction set
(1)
prediction interval
(1)
multiple testing
(1)
differential equation
(1)
conditional coverage
(1)
interval length
(1)
Papers
Boosted Conformal Prediction Intervals
NIPS 2024
Large language model validity via enhanced conformal prediction methods
NIPS 2024
Statistical Inference for Fairness Auditing
JMLR 2024
Conformal Inference for Online Prediction with Arbitrary Distribution Shifts
JMLR 2024
Selection by Prediction with Conformal p-values
JMLR 2023
A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights
JMLR 2016