講演抄録/キーワード |
講演名 |
2017-07-14 15:35
Asymptotic Exponential Family of Markov Sources is Equivalent to Exponential Family of Markov Kernels ○Jun'ichi Takeuchi(Kyushu Univ.)・Hiroshi Nagaoka(UEC) IT2017-36 |
抄録 |
(和) |
(まだ登録されていません) |
(英) |
For familes of Markov models, we prove that the notion of asymptotic exponential familly is equivalent to the notion of exponential family of Markov kernels. The former was introduced by Takeuchi and Barron ('98) for families of general stochastic processes, inspired by the exponential family of Markov chains discoverd by Ito and Amari ('88), while the latter was introduced by Nakagawa and Kanaya (`93) for one-dimensional case based on the discussion by Ito and Amari ('88) and later the general form was introduced by Nagaoka ('05). |
キーワード |
(和) |
/ / / / / / / |
(英) |
Markov source / exponential family / / / / / / |
文献情報 |
信学技報, vol. 117, no. 120, IT2017-36, pp. 115-119, 2017年7月. |
資料番号 |
IT2017-36 |
発行日 |
2017-07-06 (IT) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
著作権に ついて |
技術研究報告に掲載された論文の著作権は電子情報通信学会に帰属します.(許諾番号:10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
PDFダウンロード |
IT2017-36 |