Tobias Glasmachers
9 papers · 2006–2022 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
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Keyword Pioneer
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Keyword Champion
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Conference Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Keywords
support vector machine
(3)
multi-class classification
(2)
kernel methods
(2)
quadratic programming
(2)
natural gradient
(1)
universal consistency
(1)
representation learning
(1)
long short-term memory
(1)
binary classification
(1)
coordinate descent
(1)
machine learning
(1)
kernel matrix
(1)
exponential family
(1)
classification theory
(1)
multi-objective optimization
(1)
mixture distribution
(1)
kullback-leibler divergence
(1)
dynamical system
(1)
black-box optimization
(1)
stochastic optimization
(1)
Papers
AFRNN: Stable RNN with Top Down Feedback and
Antisymmetry
ACML 2022
Limits of End-to-End Learning
ACML 2017
A Unified View on Multi-class Support Vector Classification
JMLR 2016
Natural Evolution Strategies
JMLR 2014
Accelerated Coordinate Descent with Adaptive Coordinate Frequencies
ACML 2013
Approximation properties of DBNs with binary hidden units and real-valued visible units
ICML 2013
Universal Consistency of Multi-Class Support Vector Classification
NeurIPS 2010
Shark
JMLR 2008
Maximum-Gain Working Set Selection for SVMs
JMLR 2006