Takayuki Katsuki

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 20

Top Topics

Event Sequences

Flow Estimation

Hierarchical Bayesian

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Takayuki Katsuki, Takayuki Osogami
Regression with Sensor Data Containing Incomplete Observations. ICML (2023)
Takayuki Katsuki, Takayuki Osogami
Regression with Sensor Data Containing Incomplete Observations. CoRR (2023)
Hiroki Yanagisawa, Kohei Miyaguchi, Takayuki Katsuki
Hierarchical Lattice Layer for Partially Monotone Neural Networks. NeurIPS (2022)
Takayuki Katsuki, Kohei Miyaguchi, Akira Koseki, Toshiya Iwamori, Ryosuke Yanagiya, Atsushi Suzuki
Cumulative Stay-time Representation for Electronic Health Records in Medical Event Time Prediction. CoRR (2022)
Takayuki Katsuki, Kohei Miyaguchi, Akira Koseki, Toshiya Iwamori, Ryosuke Yanagiya, Atsushi Suzuki
Cumulative Stay-time Representation for Electronic Health Records in Medical Event Time Prediction. IJCAI (2022)
Kohei Miyaguchi, Takayuki Katsuki, Akira Koseki, Toshiya Iwamori
Variational Inference for Discriminative Learning with Generative Modeling of Feature Incompletion. ICLR (2022)
Masaki Ono, Takayuki Katsuki, Masaki Makino, Kyoichi Haida, Atsushi Suzuki
Interpretation Method for Continuous Glucose Monitoring with Subsequence Time-Series Clustering. MIE (2020)
Masaki Ono, Takayuki Katsuki, Masaki Makino, Kyoichi Haida, Atsushi Suzuki, Reitaro Tokumasu
Feature Set for a Prediction Model of Diabetic Kidney Disease Progression. MIE (2020)
Takayuki Katsuki, Kun Zhao, Takayuki Yoshizumi
Learning to Estimate Driver Drowsiness from Car Acceleration Sensors Using Weakly Labeled Data. ICASSP (2020)
Takayuki Katsuki, Kun Zhao, Takayuki Yoshizumi
Learning to Estimate Driver Drowsiness from Car Acceleration Sensors using Weakly Labeled Data. CoRR (2020)
Takayuki Katsuki, Masaki Ono, Akira Koseki, Michiharu Kudo, Kyoichi Haida, Jun Kuroda, Masaki Makino, Ryosuke Yanagiya, Atsushi Suzuki
Risk Prediction of Diabetic Nephropathy via Interpretable Feature Extraction from EHR Using Convolutional Autoencoder. MIE (2018)
Takayuki Katsuki, Masaki Ono, Akira Koseki, Michiharu Kudo, Kyoichi Haida, Jun Kuroda, Masaki Makino, Ryosuke Yanagiya, Atsushi Suzuki
Feature Extraction from Electronic Health Records of Diabetic Nephropathy Patients with Convolutioinal Autoencoder. AAAI Workshops (2018)
Takayuki Katsuki, Takayuki Osogami, Akira Koseki, Masaki Ono, Michiharu Kudo, Masaki Makino, Atsushi Suzuki
Time-Discounting Convolution for Event Sequences with Ambiguous Timestamps. ICDM (2018)
Takayuki Katsuki, Takayuki Osogami, Akira Koseki, Masaki Ono, Michiharu Kudo, Masaki Makino, Atsushi Suzuki
Time-Discounting Convolution for Event Sequences with Ambiguous Timestamps. CoRR (2018)
Tsuyoshi Idé, Takayuki Katsuki, Tetsuro Morimura, Robert J. T. Morris
City-Wide Traffic Flow Estimation From a Limited Number of Low-Quality Cameras. IEEE Trans. Intell. Transp. Syst. 18 (4) (2017)
Takayuki Katsuki, Tetsuro Morimura, Masato Inoue
Traffic Velocity Estimation From Vehicle Count Sequences. IEEE Trans. Intell. Transp. Syst. 18 (7) (2017)
Satoshi Hara, Takayuki Katsuki, Hiroki Yanagisawa, Takafumi Ono, Ryo Okamoto, Shigeki Takeuchi
Consistent and Efficient Nonparametric Different-Feature Selection. AISTATS (2017)
Daisuke Sato, Tetsuro Morimura, Takayuki Katsuki, Yosuke Toyota, Tsuneo Kato, Hironobu Takagi
Automated help system for novice older users from touchscreen gestures. ICPR (2016)
Takayuki Katsuki, Tetsuro Morimura, Tsuyoshi Idé
Unsupervised object counting without object recognition. ICPR (2016)
Takayuki Katsuki, Masato Inoue
Bayesian regression selecting valuable subset from mixed bag training data. ICPR (2016)
Takayuki Osogami, Takayuki Katsuki
A Hierarchical Bayesian Choice Model with Visibility. ICPR (2014)
Kumiko Maeda, Tetsuro Morimura, Takayuki Katsuki, Masayoshi Teraguchi
Frugal signal control using low resolution web-camera and traffic flow estimation. WSC (2014)
Vikas Joshi, Nithya Rajamani, Takayuki Katsuki, Naveen Prathapaneni, L. Venkata Subramaniam
Information Fusion Based Learning for Frugal Traffic State Sensing. IJCAI (2013)
Takayuki Katsuki, Masato Inoue
Posterior Mean Super-Resolution with a Compound Gaussian Markov Random Field Prior CoRR (2012)
Takayuki Katsuki, Masato Inoue
Posterior mean super-resolution with a compound Gaussian Markov random field prior. ICASSP (2012)
Takayuki Katsuki, Akira Torii, Masato Inoue
Posterior-Mean Super-Resolution With a Causal Gaussian Markov Random Field Prior. IEEE Trans. Image Process. 21 (7) (2012)
Takayuki Katsuki, Akira Torii, Masato Inoue
Posterior Mean Super-resolution with a Causal Gaussian Markov Random Field Prior CoRR (2011)