Yoav Freund
10 papers · 2003–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (11) π Conference Polyglot (4)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Keyword Trendsetter Combo
(3)
π
Century Club
(10)
π
Trend Setter
π
Conference Pioneer
ποΈ
Keyword Collector
(59)
β
The Questioner
Conferences
NIPS (5)
COLT (2)
JMLR (2)
MICCAI (1)
Top co-authors
Keywords
convergence rate
(3)
dimensionality reduction
(2)
semi-supervised learning
(2)
classifier aggregation
(2)
regret bound
(2)
non-convex optimization
(1)
online learning
(1)
stochastic gradient descent
(1)
principal component analysis
(1)
uniform convergence
(1)
transductive learning
(1)
collaborative filtering
(1)
preference learning
(1)
supervised learning
(1)
ensemble learning
(1)
regret minimization
(1)
markov chain monte carlo
(1)
manifold learning
(1)
incremental learning
(1)
composite optimization
(1)
Papers
Towards Explainable Automated Neuroanatomy
MICCAI 2024
When is the Convergence Time of Langevin Algorithms Dimension Independent? A Composite Optimization Viewpoint
JMLR 2022
An adaptive nearest neighbor rule for classification
NIPS 2019
Open Problem: Second order regret bounds based on scaling time
COLT 2016
Optimally Combining Classifiers Using Unlabeled Data
COLT 2015
Scalable Semi-Supervised Aggregation of Classifiers
NIPS 2015
The Fast Convergence of Incremental PCA
NIPS 2013
A Parameter-free Hedging Algorithm
NIPS 2009
Learning the structure of manifolds using random projections
NIPS 2007
An Efficient Boosting Algorithm for Combining Preferences
JMLR 2003