Shohei Hido

2 papers · 2008–2009 · 2 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (10) 📈 Trend Setter

Conferences

JMLR (1) NIPS (1)

Top co-authors

Masashi Sugiyama (2) Takafumi Kanamori (2)

Keywords

density ratio estimation (2) closed-form solution (2) importance estimation (2) importance weighting (1) non-stationarity adaptation (1) distribution shift (1) probabilistic modeling (1) kernel methods (1) outlier detection (1) covariate shift adaptation (1)

Papers

A Least-squares Approach to Direct Importance Estimation JMLR 2009

Efficient Direct Density Ratio Estimation for Non-stationarity Adaptation and Outlier Detection NIPS 2008