Manfred Warmuth
6 papers · 2013–2023 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Half
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(15)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
online learning
(2)
ensemble learning
(1)
principal component analysis
(1)
structured prediction
(1)
subspace learning
(1)
ridge regression
(1)
subsampling methods
(1)
volume sampling
(1)
neural network optimization
(1)
orthogonal decomposition
(1)
bregman divergence
(1)
linear regression
(1)
exponential loss
(1)
follow the perturbed leader
(1)
regret bound
(1)
online algorithm
(1)
decision tree
(1)
first-order method
(1)
second-order method
(1)
orthogonal set
(1)
Papers
Boosting with Tempered Exponential Measures
NeurIPS 2023
LocoProp: Enhancing BackProp via Local Loss Optimization
AISTATS 2022
Online Non-Additive Path Learning under Full and Partial Information
ALT 2019
Subsampling for Ridge Regression via Regularized Volume Sampling
AISTATS 2018
On-Line Learning Algorithms for Path Experts with Non-Additive Losses
COLT 2015
Learning a set of directions
COLT 2013