IEICE Technical Committee

Information and Systems-Information-Based Induction Sciences and Machine Learning(Date:2022/12/22)

Presentation

Serendipity-aware niche content recommendation system

Shogo Kawasaki(KIT),

[Date]2022-12-22
[Paper #]IBISML2022-44

Effect of Prior Distribution when Data-Generating Process is in a Neighborhood of Singularities of Learning Machines

Nozomi Maki(TokyoTech), Sumio Watanabe(TokyoTech),

[Date]2022-12-22
[Paper #]IBISML2022-46

On Stochastic and Adversarial Optimality of Follow-The-Perturbated-Leader Policy

Junya Honda(Kyoto Univ./RIKEN), Shinji Ito(NEC), Taira Tsuchiya(Kyoto Univ./RIKEN),

[Date]2022-12-22
[Paper #]IBISML2022-48

Regret analysis for randomized GP-UCB algorithm

Takeno Shion(NIT), Inatsu Yu(NIT), Karasuyama Masayuki(NIT),

[Date]2022-12-22
[Paper #]IBISML2022-49

Implementation and evaluation of NoisyNets to Reinforcement learning of Automated Designing ICT System

Tianchen Zhou(Sophia Univ.), Yutaka Yakuwa(NEC), Natsuki Okamura(Sophia Univ.), Takayuki Kuroda(NEC), Ikuko E. Yairi(Sophia Univ.),

[Date]2022-12-22
[Paper #]IBISML2022-50

[Invited Talk] Machine Learning and Machine Discovery: Rethinking Data Utilization for Natural Sciences

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[Date]2022-12-22
[Paper #]IBISML2022-40

［招待講演］触媒化学における機械学習の活用

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[Date]2022-12-22
[Paper #]IBISML2022-42

［招待講演］材料開発における機械学習・深層学習

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[Date]2022-12-22
[Paper #]IBISML2022-41

[Short Paper] Semi supervised image classification using unreliable pseudo label

Jihong Hu(Ritsumeikan Univ.), Yinhao Li(Ritsumeikan Univ.), Yen-Wei Chen(Ritsumeikan Univ.),

[Date]2022-12-22
[Paper #]IBISML2022-47

［招待講演］ベイズモデル平均化による変数選択と少数材料データ解析への展開

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[Date]2022-12-22
[Paper #]IBISML2022-43

Prediction of Answers Considering Characteristics

Yo Ehara(TGU),

[Date]2022-12-22
[Paper #]IBISML2022-45

Finding of Corporate Growth Patterns by Shapley Values

Seiji Matsuhashi(Gakushuin Univ), Yukari Shirota(Gakushuin Univ),

[Date]2022-12-23
[Paper #]IBISML2022-64

Embedding stochastic differential equations into neural networks using duality

Naoki Sugishita(Saitama Univ.), Jun Ohkubo(Saitama Univ.),

[Date]2022-12-23
[Paper #]IBISML2022-51

Effect of memory unit initialization on performance for function approximation

Yuto Terasawa(Saitama Univ.), Jun Ohkubo(Saitama Univ.),

[Date]2022-12-23
[Paper #]IBISML2022-52

Selective Inference for Cluster Level Inference in Brain Image Analysis

Masaya Ikuta(NITech), Mizuki Sato(NITech), Akifumi Yamada(Nagoya Univ.), Vo Nguyen Le Duy(NITech/RIKEN), Ryo Emoto(Nagoya Univ.), Yuko Ishimaru(Saga Univ.), Yuka Takao(Saga Univ.), Atsushi Kawaguchi(Saga Univ.), Shigeyuki Matsui(Nagoya Univ.), Ichiro Takeuchi(Nagoya Univ./RIKEN),

[Date]2022-12-23
[Paper #]IBISML2022-61

Fixed Support Tree-Sliced Wasserstein Barycenter

Yuki Takezawa(Kyoto Univ./RIKEN AIP), Ryoma Sato(Kyoto Univ./RIKEN AIP), Zornitsa Kozareva(Meta AI), Sujith Ravi(SliceX AI), Makoto Yamada(Kyoto University/RIKEN AIP/OIST),

[Date]2022-12-23
[Paper #]IBISML2022-63

選好考慮型多目的ベイズ最適化によるユーザの好みを反映したハイパーパラメータ最適化

Ryota Ozaki(NITech), Kazuki Ishikawa(NITech), Youhei Kanzaki(NITech), Shion Takeno(NITech), IchiroTakeuchi(Nagoya Univ./RIKEN), Masayuki Karasuyama(NITech),

[Date]2022-12-23
[Paper #]IBISML2022-60

Zero-shot domain adaptation based on dual-level mix and contrast

Yu Zhe(Tsukuba Univ/Riken AIP), Fukuchi Kazuto(Tsukuba Univ/Riken AIP), Sakuma Jun(Tsukuba Univ/Riken AIP),

[Date]2022-12-23
[Paper #]IBISML2022-53

Enhancement of Audio Signals Using Learning from Positive and Unlabelled Data

Nobutaka Ito(UTokyo), Masashi Sugiyama(UTokyo),

[Date]2022-12-23
[Paper #]IBISML2022-56

Interpretable Deep Image Classifier with Class-distinguishable Concept Text

Kazuhiro Saito(Univ.Tsukuba), Kazuto Fukuchi(Univ.Tsukuba), Jun Sakuma(Univ.Tsukuba/RIKEN),

[Date]2022-12-23
[Paper #]IBISML2022-55