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All Technical Committee Conferences (Searched in: All Years)
| Committee | Date Time | Place | Paper Title / Authors | Abstract | Paper # | |
| IBISML | 2015-11-26 15:00 |
Ibaraki | Epochal Tsukuba | [Poster Presentation]
Learning Structure of Partial Markov Random Field via Partitioned Ratio Song Liu (ISM), Taiji Suzuki (Tokyo Tech.), Masashi Sugiyama (UTokyo), Kenji Fukumizu (ISM)  IBISML2015-72 |
A new concept, partitioned ratio is proposed to find the partial connectivity of the Markov random field. First we argue... [more] | IBISML2015-72 pp.147-151 |
| IBISML | 2015-11-27 14:00 |
Ibaraki | Epochal Tsukuba | [Poster Presentation]
Local Kernel Dimensional Reduction in Approximate Bayesian Computation Jin Zhou (SOKENDAI), Kenji Fukumizu (ISM) |
[more] | |
| NC, IPSJ-BIO, IBISML, IPSJ-MPS (Joint) [detail] |
2015-06-23 15:05 |
Okinawa | Okinawa Institute of Science and Technology | Lazy Transfer Leanring Song Liu, Kenji Fukumizu (ISM) IBISML2015-12 |
The concept of Transfer Learning frequently rises when one has already acquired a general-purpose classifier (e.g. human... [more] | IBISML2015-12 pp.75-80 |
| SP, IPSJ-SLP (Joint) |
2014-07-25 14:20 |
Iwate | Hotel Hanamaki | [Invited Talk]
Karnel method for Bayesian inference and its applications Kenji Fukumizu (ISM) SP2014-69 |
As a kernel framework for statsitical inference, "kernel mean embedding" has been recently developed, in which probabili... [more] | SP2014-69 pp.37-40 |
| IBISML | 2013-11-13 15:45 |
Tokyo | Tokyo Institute of Technology, Kuramae-Kaikan | [Poster Presentation]
Distributional Statistics Estimation via Kernel Mean Embeddings
-- Density Function, Credible interval, and Moment Estimation -- Motonobu Kanagawa (SOKENDAI), Kenji Fukumizu (ISM) IBISML2013-55 |
The RKHS embedding approach for nonparametric statistical inference, in which probability distributions are represented ... [more] | IBISML2013-55 pp.147-154 |
| IBISML | 2012-11-08 15:00 |
Tokyo | Bunkyo School Building, Tokyo Campus, Tsukuba Univ. | Classes of translation-invariant kernels on compact groups Pierre Chiche, Kenji Fukumizu (ISM) IBISML2012-90 |
[more] | IBISML2012-90 pp.403-408 |
| IBISML | 2012-03-12 14:40 |
Tokyo | The Institute of Statistical Mathematics | Kernel Bellman Equations in POMDPs Yu Nishiyama (ISM), Abdeslam Boularias (MPI), Arthur Gretton (UCL), Kenji Fukumizu (ISM) IBISML2011-92 |
We propose to handle POMDPs in reproducing kernel Hilbert spaces (RKHSs) using recent kernel methods of embedding distri... [more] | IBISML2011-92 pp.35-42 |
| IBISML | 2011-11-09 15:45 |
Nara | Nara Womens Univ. | Kernel and Feature Search in Kernel PCA Alam Md. Ashad (SOKENDAI), Kenji Fukumizu (ISM) IBISML2011-49 |
During the last decade, unsupervised learning has become an important application area of the kernel methods. While the... [more] |
IBISML2011-49 pp.47-56 |
| NC | 2006-03-16 09:55 |
Tokyo | Tamagawa University | Clustering based on time correlation of neuronal activities in IT cortex Narihisa Matsumoto, Shotaro Akaho (AIST), Kenji Fukumizu (ISM), Yasuko Sugase (AIST), Masato Okada (Tokyo Univ.) |
[more] | NC2005-126 pp.7-12 |
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