Jason Klusowski
5 papers · 2019–2021 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(11)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
variable selection
(2)
decision tree
(2)
sparse learning
(1)
statistical learning theory
(1)
asymptotic analysis
(1)
nonparametric model
(1)
uniform convergence
(1)
approximate message passing
(1)
generalization error
(1)
high-dimensional regression
(1)
state evolution
(1)
overparameterized model
(1)
random forest
(1)
regression tree
(1)
interpolating classifier
(1)
statistical property
(1)
decision stump
(1)
sorted l1 penalty
(1)
variable screening
(1)
mean-squared prediction error
(1)
Papers
Good Classifiers are Abundant in the Interpolating Regime
AISTATS 2021
Nonparametric Variable Screening with Optimal Decision Stumps
AISTATS 2021
Sharp Analysis of a Simple Model for Random Forests
AISTATS 2021
Sparse Learning with CART
NeurIPS 2020
Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing
NeurIPS 2019