Ralf Herbrich
12 papers · 2001–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (23) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π£ Hot Topic Early Bird
π§
Keyword Pioneer
π
Academic Marathon
(23)
π
Keyword Trendsetter Combo
(9)
π§¬
Topic Evolution
π±
Topic Pioneer
π
Century Club
(12)
π
Trend Setter
ποΈ
Keyword Collector
(60)
π
Conference Pioneer
Conferences
JMLR (5)
NIPS (3)
AISTATS (2)
ICML (2)
Top co-authors
Keywords
probabilistic modeling
(3)
bayesian inference
(3)
skill rating
(2)
expectation propagation
(2)
factor graph
(2)
kernel methods
(2)
multi-label classification
(1)
margin-based learning
(1)
variational inference
(1)
vc dimension
(1)
hilbert space
(1)
time series
(1)
kernel canonical correlation
(1)
message passing
(1)
elo rating
(1)
gaussian process
(1)
game ranking
(1)
laplace approximation
(1)
reproducing kernel hilbert space
(1)
mutual information
(1)
Papers
Hieros: Hierarchical Imagination on Structured State Space Sequence World Models
ICML 2024
Energy-Efficient Gaussian Processes Using Low-Precision Arithmetic
ICML 2024
On the detrimental effect of invariances in the likelihood for variational inference
NIPS 2022
Kernel Topic Models
AISTATS 2012
Bayesian Online Learning for Multi-label and Multi-variate Performance Measures
AISTATS 2010
TrueSkill Through Time: Revisiting the History of Chess
NIPS 2007
TrueSkillβ’: A Bayesian Skill Rating System
NIPS 2006
Generalization Bounds for the Area Under the ROC Curve
JMLR 2005
Kernel Methods for Measuring Independence
JMLR 2005
Introduction to the Special Issue on Learning Theory
JMLR 2003
Algorithmic Luckiness
JMLR 2002
Bayes Point Machines
JMLR 2001