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2007.06.15

最大エントロピーモデル

自分の復習も含め、最大エントロピーモデルについて勉強会で発表しました。発表資料 [ppt] [pdf]
今年のACLやICMLなどでの発表などを解説してます。論文中になかった式導出とかもしてみてます。
発表中では結構口頭で補足した部分があって、この資料だけでは不十分だと思います。適宜引用先などを参照してください。

最大エントロピーモデルは高次元の確率分布推定に適していて自然言語処理や、最近だと動植物がどのように分布しているかなどの推定等、広い分野で使われている確率モデルです。

#修正+質問・回答スライドを追加しました

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