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Technical Committee on Infomation-Based Induction Sciences and Machine Learning (IBISML)
Chair: Naonori Ueda (NTT) Vice Chair: Takashi Washio (Osaka Univ.), Tomoyuki Higuchi (ISM)
Secretary: Masashi Sugiyama (Tokyo Inst. of Tech.), Tsuyoshi Ide (IBM)
Assistant: Daichi Mochihashi (ISM), Shigeyuki Ohba (Kyoto Univ.)
DATE:
Tue, Jun 19, 2012 10:00 - 17:00
Wed, Jun 20, 2012 10:30 - 15:20
PLACE:
(300m west from the central entrance of Kyoto station.http://www.honyaku.consortium.or.jp/LUCCONSORK/ns/tl.cgi/http%3a//www.consortium.or.jp/contents_detail.php?co=cat&frmId=585&frmCd=14-3-0-0-0&SLANG=ja&TLANG=en&XMODE=0&XPARAM=txtKey,&XCHARSET=utf-8&XPORG=,Prof. Toshiyuki Tanaka. +81-75-353-9111)
TOPICS:
General topics on machine learning and its application
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Tue, Jun 19 AM (10:00 - 12:00)
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(1) 10:00 - 10:30
A study on an optimization algorithm for semi-supervised SVM using parametric programing
Kohei Ogawa, Ichiro Takeuchi (NIT), Masashi Sugiyama (Tokyo Tech)
(2) 10:30 - 11:00
Learning Non-Linear Classifiers with a Sparsity Upper-Bound via Efficient Model Selection
Mathieu Blondel, Kazuhiro Seki, Kuniaki Uehara (Kobe Univ.)
(3) 11:00 - 11:30
Online Prediction under Submodular Constraints
Daiki Suehiro, Kohei Hatano, Shuji Kijima, Eiji Takimoto (Kyushu Univ.), Kiyohito Nagano (Tokyo Univ.)
(4) 11:30 - 12:00
Improving the Variable Setting of Softmax Selection From an Information-Theoretic Viewpoint
Kazunori Iwata (Hiroshima City Univ.)
----- Lunch Break ( 80 min. ) -----
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Tue, Jun 19 PM (13:20 - 14:20)
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(5) 13:20 - 14:20
[Invited Talk]
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Hayato Kobayashi (Toshiba)
----- Break ( 5 min. ) -----
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Tue, Jun 19 PM (14:25 - 15:25)
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(6) 14:25 - 15:25
[Invited Talk]
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Makoto Onizuka (NTT)
----- Break ( 5 min. ) -----
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Tue, Jun 19 PM (15:30 - 17:00)
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(7) 15:30 - 16:00
Detection of Earthquake-Induced Damage in Steel Structures By Applying Classification Algorithms to Changes in Vibration Characteristics
Mayako Yamaguchi, Masahiro Kurata (Kyoto Univ.)
(8) 16:00 - 16:30
Topic Extraction Method by Semi-Supervised Latent Dirichlet Allocation for Real-Time Recommendation
Yasuhiro Ikeda, Ryoichi Kawahara, Hiroshi Saito (NTT)
(9) 16:30 - 17:00
Locality-Sensitive Hashing With Margin Based Feature Selection
Makiko Konoshima (FJLAB)
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Wed, Jun 20 AM (10:30 - 12:00)
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(10) 10:30 - 11:00
Density Difference Estimation
Masashi Sugiyama (Tokyo Inst. of Tech.), Takafumi Kanamori (Nagoya Univ.), Taiji Suzuki (Univ. of Tokyo), Marthinus Christoffel du Plessis, Song Liu (Tokyo Inst. of Tech.), Ichiro Takeuchi (Nagoya Inst. of Tech.)
(11) 11:00 - 11:30
On a Non-asymptotic Analysis Using Large Deviation Principles in the Multiarmed Bandit Problem
Junya Honda, Akimichi Takemura (Univ. of Tokyo)
(12) 11:30 - 12:00
Accuracy of the Bayes Latent Variable Estimation from Mixture of Complete and Incomplete Data
Keisuke Yamazaki (Tokyo Tech)
----- Lunch Break ( 80 min. ) -----
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Wed, Jun 20 PM (13:20 - 14:20)
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(13) 13:20 - 14:20
[Invited Talk]
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Tomohisa Okada (Kyoto Univ.)
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Wed, Jun 20 PM (14:20 - 15:20)
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(14) 14:20 - 14:50
Winning the Kaggle Algorithmic Trading Challenge with the Composition of Many Models and Feature Engineering
Ildefons Magrans de Abril, Masashi Sugiyama (Tokyo Inst. of Tech.)
(15) 14:50 - 15:20
An MDL-based Change-Detection Algorithm for Piecewise Stationay Memoryless Sources with Multi-dimensional Parameter
Hiroki Kanazawa, Kenji Yamanishi (Univ. of Tokyo)
# Information for speakers
General Talk will have 25 minutes for presentation and 5 minutes for discussion.
Invited Talk will have 50 minutes for presentation and 10 minutes for discussion.
=== Technical Committee on Infomation-Based Induction Sciences and Machine Learning (IBISML) ===
# FUTURE SCHEDULE:
Sun, Sep 2, 2012 - Mon, Sep 3, 2012: [Fri, Jun 8]
Last modified: 2012-05-30 10:36:17
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