Kalina Jasinska

2 papers · 2016–2018 · 2 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) 📈 Trend Setter

Conferences

ICML (1) NIPS (1)

Top co-authors

Krzysztof Dembczynski (2) Róbert Busa-Fekete (2) Mikhail Kuznetsov (1) Timo Klerx (1) Marek Wydmuch (1) Eyke Hüllermeier (1) Karlson Pfannschmidt (1)

Keywords

extreme multi-label classification (2) f-measure maximization (1) no-regret algorithm (1) extreme classification (1) threshold optimization (1) precision at k (1) sparse probability estimate (1) macro f-measure (1) hierarchical softmax (1) multi-label classification (1) probabilistic label tree (1)

Papers

A no-regret generalization of hierarchical softmax to extreme multi-label classification NIPS 2018

Extreme F-measure Maximization using Sparse Probability Estimates ICML 2016