Information and Systems-Information-Based Induction Sciences and Machine Learning(Date:2020/10/20)

Presentation
Deep Learning for Table Data Using Asterisk-shaped Filtering

Yuki Kurauchi(NTT),  Yoshiaki Takimoto(NTT),  Shuhei Yamamoto(NTT),  Shunichi Seko(NTT),  Hiroyuki Toda(NTT),  

[Date]2020-10-20
[Paper #]IBISML2020-8
Do 21st century Humans See Through Fake Science?

Kumon Tokumaru(Writer),  

[Date]2020-10-20
[Paper #]IBISML2020-11
System operation for estimation of road condition using tire vibration data

Satoru Kawamata(Bridgestone),  Tomoko Matsui(ISM),  Mitsuhiro Nishida(Bridgestone),  Takeshi Masago(Bridgestone),  

[Date]2020-10-20
[Paper #]IBISML2020-10
Few-shot Anomaly Detection by Extracting Common Feature of Set Data

Kazuki Sato(Kobe Univ.),  Satoshi Nakata(The KAITEKI Institute),  Takashi Matsubara(Osaka Univ.),  Kuniaki Uehara(Osaka Gakuin Univ.),  

[Date]2020-10-20
[Paper #]IBISML2020-9
[招待講演]不確実性下での機械学習手法:ロバスト機械学習法の紹介

(*),  

[Date]2020-10-20
[Paper #]IBISML2020-12
[招待講演]ロバストな推定を導くダイバージェンス

(*),  

[Date]2020-10-20
[Paper #]IBISML2020-13
[Invited Talk] Optimization under Uncertainty

Akiko Takeda(U.Tokyo/RIKEN),  

[Date]2020-10-20
[Paper #]IBISML2020-14
[招待講演]ロバスト機械学習へのソフトウェア工学からのアプローチ

(*),  

[Date]2020-10-20
[Paper #]IBISML2020-15
[招待講演]階層型深層学習モデルによるロボットの動作学習ー異なる環境変化への動的適応ー

(*),  

[Date]2020-10-20
[Paper #]IBISML2020-16
[Invited Talk] Machine Learning in System and Control Theory

Kenji Kashima(Kyoto University),  

[Date]2020-10-21
[Paper #]IBISML2020-21
[招待講演]物理リザバーコンピューティングによる時系列パターン認識

(*),  

[Date]2020-10-21
[Paper #]IBISML2020-22
[招待講演]The Deepest Learning with Continuous-Depth Models

(*),  

[Date]2020-10-21
[Paper #]IBISML2020-23
[招待講演]非線形ダイナミクスの作用素論的データ解析とその応用

Yoshinobu Kawahara(Kyushu Univ./RIKEN),  

[Date]2020-10-21
[Paper #]IBISML2020-25
[Invited Talk] Understanding deep learning via differential equations

Sho Sonoda(RIKEN),  

[Date]2020-10-21
[Paper #]IBISML2020-24
[招待講演]マルチモーダルカテゴリゼーション 〜ロボットによる概念の獲得〜

(*),  

[Date]2020-10-21
[Paper #]IBISML2020-17
[招待講演]確率的生成モデルによる記号創発システムの表現

(*),  

[Date]2020-10-21
[Paper #]IBISML2020-18
[招待講演]ガウス過程に基づく実社会ロボットラーニング

Takamitsu Matsubara(NAIST),  

[Date]2020-10-21
[Paper #]IBISML2020-19
[招待講演]NNによってモデル化された運動学・動力学に基づくロボット制御

(*),  

[Date]2020-10-21
[Paper #]IBISML2020-20
An Extended LiNGAM minimizing Mutual Information and its Application to Ordering Discrete Variables

Joe Suzuki(OU),  Yusuke Inaoka(OU),  

[Date]2020-10-22
[Paper #]IBISML2020-30
Improvement of the robustness by increasing the size of feedback vertex set

Masaki Chujyo(JAIST),  Yukio Hayashi(JAIST),  

[Date]2020-10-22
[Paper #]IBISML2020-31
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