Ivo Grosse

3 papers · 2012–2015 · 3 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 📈 Trend Setter

Venues

AISTATS (1) ICML (1) JMLR (1)

Top co-authors

Ralf Eggeling (2) Jan Grau (1) Stefan Posch (1) Jens Keilwagen (1) Mikko Koivisto (1) Petri Myllymäki (1) Berit Haldemann (1) Teemu Roos (1) André Gohr (1)

Research topics

Machine Learning (3) Core Methods (3) Artificial Intelligence (2) Bayesian & Probabilistic · Artificial Intelligence (2) Mathematics & Optimization (1) Bayesian & Probabilistic · Machine Learning (1) Learning Types (1) Optimization & Theory (1) Statistics (1)

Keywords

structure learning (2) conditional probability (1) parameter learning (1) robust learning (1) statistical efficiency (1) biological sequence (1) small data (1) context tree (1) statistical classification (1) parsimonious markov model (1) dna sequence analysis (1) sequence analysis (1) inhomogeneous parsimonious markov model (1) java library (1) probabilistic modeling (1) parsimonious context tree (1)

Papers

Dealing with small data: On the generalization of context trees ICML 2015 Robust learning of inhomogeneous PMMs AISTATS 2014 Jstacs: A Java Framework for Statistical Analysis and Classification of Biological Sequences JMLR 2012