London, Ben

11 publications

AISTATS 2023 Boosted Off-Policy Learning Ben London, Levi Lu, Ted Sandler, Thorsten Joachims

ICML 2019 Bayesian Counterfactual Risk Minimization Ben London, Ted Sandler

JMLR 2019 Train and Test Tightness of LP Relaxations in Structured Prediction Ofer Meshi, Ben London, Adrian Weller, David Sontag

NeurIPS 2017 A PAC-Bayesian Analysis of Randomized Learning with Application to Stochastic Gradient Descent Ben London

JMLR 2016 Stability and Generalization in Structured Prediction Ben London, Bert Huang, Lise Getoor

UAI 2015 Budgeted Online Collective Inference Jay Pujara, Ben London, Lise Getoor

ICML 2015 The Benefits of Learning with Strongly Convex Approximate Inference Ben London, Bert Huang, Lise Getoor

AISTATS 2014 PAC-Bayesian Collective Stability Ben London, Bert Huang, Ben Taskar, Lise Getoor

CVPRW 2013 Collective Activity Detection Using Hinge-Loss Markov Random Fields Ben London, Sameh Khamis, Stephen H. Bach, Bert Huang, Lise Getoor, Larry S. Davis

ICML 2013 Collective Stability in Structured Prediction: Generalization from One Example Ben London, Bert Huang, Ben Taskar, Lise Getoor

UAI 2013 Hinge-Loss Markov Random Fields: Convex Inference for Structured Prediction Stephen H. Bach, Bert Huang, Ben London, Lise Getoor