Online edition: ISSN 2432-6380
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IBISML2024-32
Multi-Objective Bayesian Optimization via Maximizing a Variational Lower Bound on Mutual Information
Masanori Ishikura, Masayuki Karasuyama (NITech)
pp. 1 - 8
IBISML2024-33
Combinatorial Pure Exploration for Correlation Clustering with Noisy Oracle
Yuko Kuroki, Atsushi Miyauchi (CENTAI), Francesco Bonchi (CENTAI/Eurecat), Wei Chen (MSR)
pp. 9 - 13
IBISML2024-34
Q-Learning with Prior Knowledge
Takahisa Imagawa, Shuichi Enokida (KIT)
pp. 14 - 27
IBISML2024-35
Train marshaling plan considering weight of freight cars
-- A design method using reinforcement learning --
Yoichi Hirashima (OIT)
pp. 28 - 33
IBISML2024-36
Training Deep Neural Networks for Fast Data Assimilation
Yuta Ono (UTokyo), Yuta Tarumi, Keisuke Fukuda, Shin-ichi Maeda (PFN)
pp. 34 - 40
IBISML2024-37
Active learning considering test distribution with Gaussian process regression model
Yoshito Okura (Nagoya Univ.), Shion Takeno (Nagoya Univ./RIKEN), Yu Inatsu (NITech), Tatsuya Aoyama, Tomonari Tanaka, Satoshi Akahane (Nagoya Univ.), Hiroyuki Hanada, Noriaki Hashimoto (RIKEN), Taro Murayama, Lee Hanju, Shinya Kojima (DENSO), Ichiro Takeuchi (Nagoya Univ./RIKEN)
pp. 41 - 48
IBISML2024-38
Bayesian modeling of spectral decomposition process by scientist
Hayato Okubo, Yoshifumi Amamoto, Hiroyuki Kumazoe, Toshimitsu Aritake, Youichi Mototake (Hitotsubashi Univ.)
pp. 49 - 55
IBISML2024-39
Probability density estimation
Masahito Toba, Seiichi Uchida (Kyushu Univ.), Hideaki Hayashi (Osaka Univ.)
pp. 56 - 61
IBISML2024-40
Generative Inference for object poses by Regressive-feature Reconstruction
Ryo Isobe, Rei Kawakami (Science Tokyo), Satoshi Ikehata (Science Tokyo/NII), Ikuro Sato (Science Tokyo/Denso IT Lab)
pp. 62 - 69
IBISML2024-41
Mechanism of Shape Development of Symbolic Spectra of Amorphous Glasses by Topological Data Analysis
Hidetoshi Morita, Youichi Mototake, Yoshihumi Amamoto, Hayato Okubo, Naoki Tosa (Hitotsubashi Univ.)
pp. 70 - 76
IBISML2024-42
Conformal Prediction and Bayesian Optimization
Shun Nanjo (SOKENDAI), Ryo Yoshida (ISM)
pp. 77 - 80
IBISML2024-43
Information geometry of nonmonotonic quantum natural gradient
Hideyuki Miyahara (Hokkaido Univ.)
pp. 81 - 85
IBISML2024-44
Bayesian Optimization for Simultaneous Selection of Machine Learning Algorithms and Hyperparameters on Shared Latent Space
Kazuki Ishikawa, Ryota Ozaki, Yohei Kanzaki (NITech), Ichiro Takeuchi (Nagoya Univ/RIKEN), Masayuki Karasuyama (NITech)
pp. 86 - 93
IBISML2024-45
Revising Rulelists via Integer Linear Programming
Yoichi Sasaki, Yuzuru Okajima (NEC), Hiroki Arimura (Hokkaido University)
pp. 94 - 99
IBISML2024-46
Selective Inference for Auto Feature Engineering
Tatsuya Matsukawa, Tomohiro Shiraishi (Nagoya Univ.), Shuichi Nishino (Nagoya Univ./RIKEN), Teruyuki Katsuoka (Nagoya Univ.), Ichiro Takeuchi (Nagoya Univ./RIKEN)
pp. 100 - 107
IBISML2024-47
Assessing predictive performance and model interpretability through SHAP-based feature selection
Ryota Hashiura, Akihiro Omori, Naoto Nakano (Meiji Univ.)
pp. 108 - 115
IBISML2024-48
Global Optimization for Empirical Risk Function by Graduated Optimization with Stochastic Noise in SGD
Naoki Sato, Hideaki Iiduka (Meiji Univ.)
pp. 116 - 122
IBISML2024-49
Adversarial Robustness by Mixed Features of L1 regularized Neural Networks
Hinata Inaoka, Yoshinari Takeishi, Jun'ichi Takeuchi (Kyushu Univ.)
pp. 123 - 127
IBISML2024-50
Singularities in a Learning Machine: Estimating the global learning coefficient in the transformers
Yusuke Hayashi (ALIGN), Ryosuke Sakamoto (HU), Kotaro Sakamoto (UT)
pp. 128 - 136
IBISML2024-51
First numerical observation of the Berezinskii-Kosterlitz-Thouless transition in language models
Yuma Toji (Hokkaido Univ.), Jun Takahashi (UTokyo), Vwani Roychowdhury (UCLA), Hideyuki Miyahara (Hokkaido Univ.)
pp. 137 - 143
IBISML2024-52
Unrolling Nonnegative Matrix Factorization via Learning a Single Optimization Step
Toshimitsu Aritake (Hitotsubashi Univ.)
pp. 144 - 150
IBISML2024-53
Distributionally Robust Training Instances Selection with Guaranteed Model Performance
Tomonari Tanaka (Nagoya Univ.), Hiroyuki Hanada (RIKEN), Hanting Yang (Nagoya University), Tatsuya Aoyama (Nagoya Univ.), Yu Inatsu (NITech), Satoshi Akahane, Yoshito Okura (Nagoya Univ.), Noriaki Hashimoto (RIKEN), Taro Murayama, Lee Hanju, Shinya Kojima (DENSO), Ichiro Takeuchi (Nagoya Univ./RIKEN)
pp. 151 - 158
IBISML2024-54
Evaluation of exponentially weighted average algorithm using quantile regression for non-stationary time series
Akihiro Omori, Ryota Hashiura, Naoto Nakano (Meiji Univ.)
pp. 159 - 166
IBISML2024-55
Concept Drift Detection Using Unupdated Autoencoder
Taisei Takano, Hisashi Koga (UEC)
pp. 167 - 174
IBISML2024-56
Neural Network-Based Melody Generation in Low-Resource Environments with Rule-Based Enhancements: Methodology and Evaluation.
Masaki Matsunaga, Lovic Gauthier (Ariake kosen)
pp. 175 - 180
Note: Each article is a technical report without peer review, and its polished version will be published elsewhere.