Jason Klusowski
5 papers · 2019–2021 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
AISTATS (3)
NIPS (2)
Top co-authors
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)
random forest
(1)
regression tree
(1)
interpolating classifier
(1)
over-parameterized model
(1)
statistical property
(1)
decision stump
(1)
sorted l1 penalty
(1)
variable screening
(1)
mean-squared prediction error
(1)
Papers
Nonparametric Variable Screening with Optimal Decision Stumps
AISTATS 2021
Sharp Analysis of a Simple Model for Random Forests
AISTATS 2021
Good Classifiers are Abundant in the Interpolating Regime
AISTATS 2021
Sparse Learning with CART
NIPS 2020
Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing
NIPS 2019