BOOK
Nonparametric Bayes Ten Katei to Tokei Teki Kikai Gakushu No Suri (Kikai Gakushu Professional Series)
Sato Issei / Cho
2800yen
(3080yen Tax incl. in Japan)
| Points You Earn | 1% (28p) |
|---|---|
| Release Date | April 2016 |
| Availability | In Stock at Supplier:Usually ships in 2-4 days |
Product Details
| Catalog No. | NEOBK-1947947 |
|---|---|
| JAN/ISBN | 9784061529151 |
| Product Type | BOOK |
| Label/Distributor | Kodansha |
| Pages | 160 |
|---|
Books are basically written in Japanese except for bilingual books or ones indicated as not written only in Japanese.
Related Artists
Translate Description
*As it is a machine translation, the result may not provide an accurate description. Please use it only as a reference. *Not available within the China mainland region.
Description in Japanese
ノンパラメトリックベイズ 点過程と統計的機械学習の数理 (機械学習プロフェッショナルシリーズ) / 佐藤一誠/著
応用から測度論による基礎理論まで、ノンパラメトリックベイズモデルの数理がわかる。時系列データやスパースモデリングへの応用を丁寧に解説。
Related Offer & Feature
Tracklisting
| 1 |
第1章 確率分布に関する基礎知識
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| 2 |
第2章 確率的生成モデルと学習
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| 3 |
第3章 ベイズ推定
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| 4 |
第4章 クラスタリング
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| 5 |
第5章 『無限次元』の扉を開く:ノンパラメトリックベイズモデル入門からクラスタリングへの応用
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| 6 |
第6章 構造変化推定への応用
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| 7 |
第7章 因子分析・スパースモデリングへの応用
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| 8 |
第8章 測度論の基礎
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| 9 |
第9章 点過程からみるノンパラメトリックベイズモデル
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