Nico Goernitz

4 papers · 2011–2019 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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

Venues

ICML (2) AISTATS (1) NeurIPS (1)

Top co-authors

Marius Kloft (2) Georg Zeller (1) Sören Sonnenburg (1) Gunnar Rätsch (1) Lucas Deecke (1) Robert Vandermeulen (1) Christian K. Widmer (1) Shoaib Ahmed Siddiqui (1) Mikio Braun (1) Klaus-Robert Müller (1)

Research topics

Machine Learning (3) Core Methods (3) Computer Vision (2) Analysis (2) Learning Types · Machine Learning (2) Optimization & Theory (2) Artificial Intelligence (1) Deep Learning (1) Healthcare & Medicine (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Research (1)

Keywords

anomaly detection (2) non-convex optimization (1) deep learning (1) structured output prediction (1) structured output learning (1) structured output (1) sequence segmentation (1) multitask structured learning (1) hierarchical regularization (1) gene finding (1) hidden markov model (1) adversarial example (1) dc algorithm (1) one-class classification (1) support vector data description (1) bundle method (1) multi-task learning (1) one-class support vector machine (1)

Papers

Partial Optimality of Dual Decomposition for MAP Inference in Pairwise MRFs AISTATS 2019 Deep One-Class Classification ICML 2018 Hidden Markov Anomaly Detection ICML 2015 Hierarchical Multitask Structured Output Learning for Large-scale Sequence Segmentation NeurIPS 2011