Robert Vandermeulen

3 papers · 2013–2019 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

ACL (1) COLT (1) ICML (1)

Top co-authors

Lukas Ruff (2) Marius Kloft (2) Thomas Schnake (1) Clayton Scott (1) Lucas Deecke (1) Shoaib Ahmed Siddiqui (1) Alexander Binder (1) Emmanuel Müller (1) Yury Zemlyanskiy (1) Nico Goernitz (1)

Research topics

Machine Learning (3) Core Methods (3) Learning Types · Machine Learning (3) Computer Vision (2) Deep Learning (2) Analysis (2) Mathematics & Optimization (1) Bayesian & Probabilistic (1) Learning Types · Deep Learning (1) Mathematics (1) Optimization & Theory (1) Statistics (1) Techniques (1)

Keywords

one-class classification (2) anomaly detection (1) robust statistics (1) deep learning (1) reproducing kernel hilbert space (1) nonparametric estimation (1) kernel density estimation (1) robust estimation (1) adversarial example (1) least square (1) unsupervised anomaly detection (1) bandwidth selection (1) asymptotic consistency (1) support vector data description (1) kernel density estimator (1) robust loss (1) l1 consistency (1) text anomaly detection (1) multi-context learning (1) self-attention mechanism (1)

Papers

Self-Attentive, Multi-Context One-Class Classification for Unsupervised Anomaly Detection on Text ACL 2019 Deep One-Class Classification ICML 2018 Consistency of Robust Kernel Density Estimators COLT 2013