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All Technical Committee Conferences (Searched in: All Years)
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Search Results: Conference Papers |
Conference Papers (Available on Advance Programs) (Sort by: Date Descending) |
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Committee |
Date Time |
Place |
Paper Title / Authors |
Abstract |
Paper # |
IBISML |
2018-03-05 14:15 |
Fukuoka |
Nishijin Plaza, Kyushu University |
Exponential Family of Markov Kernels and Asymptotic Exponential Family of Markov Sources Jun'ichi Takeuchi (Kyushu Univ.), Hiroshi Nagaoka (UEC) IBISML2017-93 |
For parametric models of Markov sources, we prove that the notion of asymptotic exponential family is equivalent to the ... [more] |
IBISML2017-93 pp.21-25 |
IT |
2017-07-14 15:10 |
Chiba |
Chiba University |
On Information Geometry of Tree Models Jun'ichi Takeuchi (Kyushu Univ.), Hiroshi Nagaoka (UEC) IT2017-35 |
We discuss information geometrical properties of the familes of Markov sources defined based on context trees. [more] |
IT2017-35 pp.109-113 |
IT |
2017-07-14 15:35 |
Chiba |
Chiba University |
Asymptotic Exponential Family of Markov Sources is Equivalent to Exponential Family of Markov Kernels Jun'ichi Takeuchi (Kyushu Univ.), Hiroshi Nagaoka (UEC) IT2017-36 |
For familes of Markov models, we prove that the notion of asymptotic exponential familly is equivalent to the notion of ... [more] |
IT2017-36 pp.115-119 |
NC, IPSJ-BIO, IBISML, IPSJ-MPS [detail] |
2017-06-25 09:30 |
Okinawa |
Okinawa Institute of Science and Technology |
Expectation Propagation for t-Exponential Family Futoshi Futami, Issei Sato (Univ. of Tokyo/RIKEN), Masashi Sugiyama (RIKEN/Univ. of Tokyo) IBISML2017-6 |
Exponential family distributions are highly useful in machine learning since their calculation can be performed efficien... [more] |
IBISML2017-6 pp.179-184 |
PRMU, IBISML, IPSJ-CVIM [detail] |
2015-09-14 13:00 |
Ehime |
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On the statistical properties and parametrization of curved exponential families
-- from the view point of $tau$-information geometry -- Masaru Tanaka (Fukuoka Univ.) PRMU2015-69 IBISML2015-29 |
For curved exponential family, its statistical properties depend on a parameterization. In 1982, Hougaard gives single d... [more] |
PRMU2015-69 IBISML2015-29 pp.13-18 |
R |
2013-12-13 14:35 |
Tokyo |
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A Comparative Study of NHPP-based Software Reliability Models with Exponentiated Distributions Xiao Xiao (Tokyo Metropolitan Univ.), Tadashi Dohi (Hiroshima Univ.) R2013-82 |
The non-homogeneous Poisson processes (NHPPs) based software reliability models (SRMs) have gained much popularity in ac... [more] |
R2013-82 pp.19-24 |
NC |
2006-03-15 09:55 |
Tokyo |
Tamagawa University |
Parameter dimension reduction method for mixture models based on information geometry Shotaro Akaho (AIST) |
Dimension reduction for a set of distribution parameters
has been quite important in various kinds of applications.
... [more] |
NC2005-115 pp.57-62 |
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