Alon Gonen
10 papers · 2013–2020 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4)
π
Interdisciplinary Bridge
π
Conference Polyglot
(4)
ποΈ
Keyword Collector
(50)
π
Century Club
(10)
π₯
Unstoppable
(6)
π
Trend Setter
π
Conference Pioneer
Conferences
ICML (3)
JMLR (3)
COLT (2)
NIPS (2)
Top co-authors
Research topics
Keywords
online learning
(3)
label complexity
(2)
active learning
(2)
empirical risk minimization
(2)
non-convex optimization
(2)
stochastic gradient descent
(2)
ridge regression
(1)
adversarial learning
(1)
dimensionality reduction
(1)
subspace learning
(1)
feature selection
(1)
margin-based learning
(1)
statistical query
(1)
sample complexity
(1)
principal component analysis
(1)
vc dimension
(1)
regret minimization
(1)
numerical optimization
(1)
game theory
(1)
learning theory
(1)
Papers
Towards a Combinatorial Characterization of Bounded-Memory Learning
NIPS 2020
Learning in Non-convex Games with an Optimization Oracle
COLT 2019
Private Learning Implies Online Learning: An Efficient Reduction
NIPS 2019
Average Stability is Invariant to Data Preconditioning. Implications to Exp-concave Empirical Risk Minimization
JMLR 2018
Fast Rates for Empirical Risk Minimization of Strict Saddle Problems
COLT 2017
Solving Ridge Regression using Sketched Preconditioned SVRG
ICML 2016
Subspace Learning with Partial Information
JMLR 2016
Strongly Adaptive Online Learning
ICML 2015
Efficient Active Learning of Halfspaces: an Aggressive Approach
ICML 2013
Efficient Active Learning of Halfspaces: An Aggressive Approach
JMLR 2013