Information and Systems-Information-Based Induction Sciences and Machine Learning(Date:2023/12/20)

Presentation
Estimating Total Traffic Volume with Joint Matrix Factorization

Yuma Taguchi(TCRDL),  Yoshinao Ishii(TMC),  Takeyuki Sasai(TMC),  Shintaro Fukushima(TMC),  Katsushi Sanda(TCRDL),  

[Date]2023-12-20
[Paper #]IBISML2023-33
Stabilization and Acceleration of Stochastic Gradient Descent Based on Eigenvalue Decomposition of the Fisher Information Matrix

Masazumi Iida(Kyushu Univ.),  Yoshinari Takeishi(Kyushu Univ.),  Siyang Wang(Umea Univ.),  Jun'ichi Takeuchi(Kyushu Univ.),  

[Date]2023-12-20
[Paper #]IBISML2023-32
Anomaly detection by deep support data descriptions with pseudo-anomaly data

Shuta Tsuchio(NIT, Toyama college),  Takuya Kitamura(NIT, Toyama college),  

[Date]2023-12-20
[Paper #]IBISML2023-34
Improvement of SVMs with Composite Kernels by PCA for HSI Classification

Akito Tamura(KOSEN),  Takuya Kitamura(KOSEN),  

[Date]2023-12-20
[Paper #]IBISML2023-30
Anomaly Detection by One-class Convolution Extreme Learning Machine Using Multiple Kernel

Yuta Okami(NIT, Toyama College),  Takuya Kitamura(NIT, Toyama College),  

[Date]2023-12-20
[Paper #]IBISML2023-31
Causal Effect Estimation on Hierarchical Spatial Graph Data

Koh Takeuchi(Kyoto Univ.),  Ryo Nishida(AIST),  Hisashi Kashima(Kyoto Univ.),  Masaki Onishi(AIST),  

[Date]2023-12-21
[Paper #]IBISML2023-37
On the benefits of Partial Stochastic Bayesian Neural Networks

Koki Sato(Hiroshima Univ.),  Daniel Andrade(Hiroshima Univ.),  

[Date]2023-12-21
[Paper #]IBISML2023-36
A linear time approximation of Wasserstein distance with word embedding selection

Sho Otao(Kyoto Univ.),  Makoto Yamada(OIST),  

[Date]2023-12-21
[Paper #]IBISML2023-38
Classification Error Analysis under Covariate Shift between Non-absolutely Continuous Distributions through neighbor-transfer-exponent

Mitsuhiro Fujikawa(Univ. of Tsukuba),  Youhei Akimoto(Univ. of Tsukuba),  Jun Sakuma(Tokyo Inst. of Tech.),  Kazuto Fukuchi(Univ. of Tsukuba),  

[Date]2023-12-21
[Paper #]IBISML2023-39
Badminton Rally Analysis Using LSTM

Atsushi Yoshinaga(Kumamoto Univ.),  Masato Kiyama(Kumamoto Univ.),  Motoki Amagasaki(Kumamoto Univ.),  

[Date]2023-12-21
[Paper #]IBISML2023-35