Arkadiusz Jachnik

2 papers · 2013–2014 · 2 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (12) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer 📈 Trend Setter

Conferences

ICML (1) JMLR (1)

Top co-authors

Willem Waegeman (2) Krzysztof Dembczynski (2) Weiwei Cheng (1) Wojciech Kotlowski (1) Eyke Huellermeier (1) Eyke Hüllermeier (1)

Keywords

f-measure optimization (2) multi-label classification (2) support vector machine (1) regret bound (1) bayes-optimal classifier (1) structured loss (1) structured loss minimization (1) statistical consistency (1) bayes-optimal prediction (1) structured output prediction (1)

Papers

On the Bayes-Optimality of F-Measure Maximizers JMLR 2014

Optimizing the F-Measure in Multi-Label Classification: Plug-in Rule Approach versus Structured Loss Minimization ICML 2013