Ben London
8 papers · 2013–2023 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Keywords
structured prediction
(4)
generalization bound
(4)
learning theory
(3)
collective stability
(2)
pac-bayesian analysis
(2)
bayesian inference
(2)
bandit feedback
(2)
joint inference
(1)
stability analysis
(1)
map inference
(1)
uniform convergence
(1)
algorithmic stability
(1)
lp relaxation
(1)
linear programming relaxation
(1)
off-policy learning
(1)
free energy
(1)
marginal probability
(1)
strongly convex optimization
(1)
markov random field
(1)
pac-bayesian bound
(1)
Papers
Boosted Off-Policy Learning
AISTATS 2023
Bayesian Counterfactual Risk Minimization
ICML 2019
Train and Test Tightness of LP Relaxations in Structured Prediction
JMLR 2019
A PAC-Bayesian Analysis of Randomized Learning with Application to Stochastic Gradient Descent
NeurIPS 2017
Stability and Generalization in Structured Prediction
JMLR 2016
The Benefits of Learning with Strongly Convex Approximate Inference
ICML 2015
PAC-Bayesian Collective Stability
AISTATS 2014
Collective Stability in Structured Prediction: Generalization from One Example
ICML 2013