Ulf Brefeld
9 papers · 2009–2022 · 5 conferences · across top CS/AI conferences
Achievements
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๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ Conference Polyglot (5) ๐ Academic Marathon (13) ๐ฃ Hot Topic Early Bird
๐
Cross-Pollinator
(15)
๐
Renaissance Researcher
(5)
๐บ๏ธ
Taxonomy Completionist
(20)
๐
Keyword Champion
(2)
๐
Trend Setter
Conferences
NIPS (3)
COLING (2)
JMLR (2)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
archetypal analysis
(2)
multiple kernel learning
(2)
matrix factorization
(2)
convex hull
(2)
kernel methods
(2)
graph neural network
(2)
lp-norm optimization
(2)
support vector machine
(2)
trajectory forecasting
(1)
permutation equivariance
(1)
kernel approximation
(1)
optimization
(1)
linear programming
(1)
lp-norm
(1)
quadratic programming
(1)
conditional dependency
(1)
coreset construction
(1)
autoregressive model
(1)
recurrent neural network
(1)
variational autoencoder
(1)
Papers
Semi-Supervised Generative Models for Multiagent Trajectories
NIPS 2022
Modeling Conditional Dependencies in Multiagent Trajectories
AISTATS 2022
Coresets for Archetypal Analysis
NIPS 2019
Frame-based Data Factorizations
ICML 2017
An Off-the-shelf Approach to Authorship Attribution
COLING 2014
Learning to Summarise Related Sentences
COLING 2014
-Norm Multiple Kernel Learning
JMLR 2011
Approximate Tree Kernels
JMLR 2010
Efficient and Accurate Lp-Norm Multiple Kernel Learning
NIPS 2009