Alex Kantchelian

2 papers · 2014–2016 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

ICML (1) NeurIPS (1)

Top co-authors

J. D. Tygar (2) Anthony D Joseph (1) Anthony Joseph (1) Michael C Tschantz (1) Peter L. Bartlett (1) Peter L Bartlett (1) Ling Huang (1)

Research topics

Machine Learning (2) Core Methods (2) Deep Learning (1) Mathematics & Optimization (1) Learning Types (1) Optimization (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

stochastic gradient descent (1) binary classification (1) convex optimization (1) large margin (1) large margin classification (1) gradient boosting (1) large margin classifier (1) tree ensemble (1) polytope machine (1) support vector machine (1) adversarial example (1) random forest (1) convex polytope (1) kernel support vector machine (1) kernel methods (1) classifier evasion (1)

Papers

Evasion and Hardening of Tree Ensemble Classifiers ICML 2016 Large-Margin Convex Polytope Machine NeurIPS 2014