Lucas Clarte
4 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
neural network
(2)
uncertainty quantification
(2)
double descent
(2)
approximate message passing
(1)
generalization error
(1)
high-dimensional regression
(1)
prediction interval
(1)
temperature scaling
(1)
high-dimensional setting
(1)
generalized linear regression
(1)
bootstrap resampling
(1)
overparametrized model
(1)
random features model
(1)
expectation consistency
(1)
conformity score
(1)
conformal prediction
(1)
ridge regression
(1)
Papers
Building Conformal Prediction Intervals with Approximate Message Passing
UAI 2025
Analysis of Bootstrap and Subsampling in High-dimensional Regularized Regression
UAI 2024
Expectation consistency for calibration of neural networks
UAI 2023
On double-descent in uncertainty quantification in overparametrized models
AISTATS 2023