John S. Shawe-taylor
7 papers · 2006–2018 · 1 conference · across top CS/AI conferences
Achievements
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๐ฃ Hot Topic Early Bird ๐งญ Keyword Pioneer ๐บ๏ธ Taxonomy Completionist (12) ๐ Interdisciplinary Bridge ๐ Academic Marathon (12)
๐งญ
Keyword Pioneer
๐
Keyword Trendsetter Combo
(3)
๐
Keyword Champion
๐
Trend Setter
๐๏ธ
Keyword Collector
(54)
๐
Conference Pioneer
Conferences
NIPS (7)
Top co-authors
Keywords
pac-bayes bound
(2)
support vector machine
(2)
feature learning
(1)
variational inference
(1)
bayesian inference
(1)
statistical learning theory
(1)
kernel principal component analysis
(1)
side information
(1)
empirical risk minimization
(1)
hyperparameter estimation
(1)
cross validation
(1)
vc dimension
(1)
diffusion process
(1)
kernel pca
(1)
mutual information
(1)
subspace learning
(1)
diffusion processes
(1)
parameter inference
(1)
variational free energy
(1)
algorithmic fairness
(1)
Papers
Empirical Risk Minimization Under Fairness Constraints
NIPS 2018
PAC-Bayes bounds for stable algorithms with instance-dependent priors
NIPS 2018
Multilabel Structured Output Learning with Random Spanning Trees of Max-Margin Markov Networks
NIPS 2014
PAC-Bayesian Analysis of Contextual Bandits
NIPS 2011
Theory of matching pursuit
NIPS 2008
Variational Inference for Diffusion Processes
NIPS 2007
Tighter PAC-Bayes Bounds
NIPS 2006