Adam R. Klivans
7 papers · 2006–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (18) π Cross-Pollinator (3)
πΊοΈ
Taxonomy Completionist
(10)
π£
Hot Topic Early Bird
Conferences
COLT (4)
JMLR (2)
NIPS (1)
Top co-authors
Keywords
halfspace learning
(2)
stochastic gradient descent
(1)
nonconvex optimization
(1)
domain adaptation
(1)
structure learning
(1)
sample complexity
(1)
pac learning
(1)
ising model
(1)
isotonic regression
(1)
distribution shift
(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)
polynomial time algorithm
(1)
adversarial label noise
(1)
Papers
Efficient Discrepancy Testing for Learning with Distribution Shift
NIPS 2024
Approximation Schemes for ReLU Regression
COLT 2020
Learning Neural Networks with Two Nonlinear Layers in Polynomial Time
COLT 2019
Learning Ising Models with Independent Failures
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