Adam R. Klivans
7 papers · 2006–2024 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (11) π£ Hot Topic Early Bird
π§
Keyword Pioneer
Venues
Top co-authors
Research topics
Keywords
halfspace learning
(2)
non-convex optimization
(1)
ising model
(1)
structure learning
(1)
sample complexity
(1)
pac learning
(1)
domain adaptation
(1)
isotonic regression
(1)
attribute-efficient learning
(1)
distribution shift
(1)
stochastic gradient descent
(1)
query learning
(1)
query complexity
(1)
surrogate loss
(1)
malicious noise
(1)
square loss
(1)
graphical model
(1)
approximation algorithm
(1)
boolean function
(1)
learning theory
(1)
Papers
Efficient Discrepancy Testing for Learning with Distribution Shift
NeurIPS 2024
Approximation Schemes for ReLU Regression
COLT 2020
Learning Ising Models with Independent Failures
COLT 2019
Learning Neural Networks with Two Nonlinear Layers in Polynomial Time
COLT 2019
Learning Functions of Halfspaces Using Prefix Covers
COLT 2012
Learning Halfspaces with Malicious Noise
JMLR 2009
Toward Attribute Efficient Learning of Decision Lists and Parities
JMLR 2006