Ryan Tibshirani
9 papers · 2014–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (10)
π
Cross-Pollinator
(5)
πΊοΈ
Taxonomy Completionist
(11)
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Keyword Champion
(2)
Conferences
AISTATS (6)
ICML (3)
Top co-authors
Keywords
ridge regression
(3)
high-dimensional statistics
(2)
prediction interval
(2)
trend filtering
(2)
excess risk
(1)
least squares regression
(1)
convex minimization
(1)
early stopping
(1)
kolmogorov-smirnov test
(1)
graph signal processing
(1)
implicit regularization
(1)
stochastic differential equation
(1)
least square
(1)
basis function
(1)
laplacian smoothing
(1)
error distribution
(1)
sobolev space
(1)
prediction risk
(1)
graph-based method
(1)
leave-one-out cross-validation
(1)
Papers
Failures and Successes of Cross-Validation for Early-Stopped Gradient Descent
AISTATS 2024
Optimal Ridge Regularization for Out-of-Distribution Prediction
ICML 2024
Estimating Functionals of the Out-of-Sample Error Distribution in High-Dimensional Ridge Regression
AISTATS 2022
Uniform Consistency of Cross-Validation Estimators for High-Dimensional Ridge Regression
AISTATS 2021
Minimax Optimal Regression over Sobolev Spaces via Laplacian Regularization on Neighborhood Graphs
AISTATS 2021
The Implicit Regularization of Stochastic Gradient Flow for Least Squares
ICML 2020
Graph Sparsification Approaches for Laplacian Smoothing
AISTATS 2016
Trend Filtering on Graphs
AISTATS 2015
The Falling Factorial Basis and Its Statistical Applications
ICML 2014