Atsuyoshi Nakamura

Atsuyoshi Nakamura

Hokkaido University

H-index: 15

Asia-Japan

About Atsuyoshi Nakamura

Atsuyoshi Nakamura, With an exceptional h-index of 15 and a recent h-index of 10 (since 2020), a distinguished researcher at Hokkaido University, specializes in the field of Machine learning, Data Mining, Computational Learning Theory.

His recent articles reflect a diverse array of research interests and contributions to the field:

Query learning algorithm for ordered multi-terminal binary decision diagrams

Gaussian process classification bandits

High-speed Raman spectroscopic diagnosis guaranteeing accuracy by reinforcement learning

Differentially Private Streaming Data Release Under Temporal Correlations via Post-processing

Pure exploration in multi-armed bandits with low rank structure using oblivious sampler

DP Streaming Data Release under Correlations via Post-processing

Posterior tracking algorithm for classification bandits

Propagation graph estimation from individuals’ time series of observed states

Atsuyoshi Nakamura Information

University

Position

___

Citations(all)

1859

Citations(since 2020)

426

Cited By

1644

hIndex(all)

15

hIndex(since 2020)

10

i10Index(all)

24

i10Index(since 2020)

11

Email

University Profile Page

Hokkaido University

Google Scholar

View Google Scholar Profile

Atsuyoshi Nakamura Skills & Research Interests

Machine learning

Data Mining

Computational Learning Theory

Top articles of Atsuyoshi Nakamura

Title

Journal

Author(s)

Publication Date

Query learning algorithm for ordered multi-terminal binary decision diagrams

Discrete Applied Mathematics

Atsuyoshi Nakamura

2024/7/31

Gaussian process classification bandits

Pattern Recognition

Tatsuya Hayashi

Naoki Ito

Koji Tabata

Atsuyoshi Nakamura

Katsumasa Fujita

...

2024/5/1

High-speed Raman spectroscopic diagnosis guaranteeing accuracy by reinforcement learning

Toshiki Kubo

Koji Tabata

Hiroyuki Kawagoe

James N Taylor

Kentaro Mochizuki

...

2023/9/20

Differentially Private Streaming Data Release Under Temporal Correlations via Post-processing

Xuyang Cao

Yang Cao

Primal Pappachan

Atsuyoshi Nakamura

Masatoshi Yoshikawa

2023/7/12

Pure exploration in multi-armed bandits with low rank structure using oblivious sampler

arXiv preprint arXiv:2306.15856

Yaxiong Liu

Atsuyoshi Nakamura

Kohei Hatano

Eiji Takimoto

2023/6/28

DP Streaming Data Release under Correlations via Post-processing

arXiv preprint arXiv:2306.13293

Xuyang Cao

Yang Cao

Primal Pappachan

Atsuyoshi Nakamura

Masatoshi Yoshikawa

2023/6/23

Posterior tracking algorithm for classification bandits

Koji Tabata

Junpei Komiyama

Atsuyoshi Nakamura

Tamiki Komatsuzaki

2023/4/11

Propagation graph estimation from individuals’ time series of observed states

Scientific reports

Tatsuya Hayashi

Atsuyoshi Nakamura

2022/4/12

Boosting utility of differentially private streaming data release under temporal correlations

Xuyang Cao

Yang Cao

Masatoshi Yoshikawa

Atsuyoshi Nakamura

2022/12/17

An Explainable Recommendation Based on Acyclic Paths in an Edge-Colored Graph

Kosuke Chinone

Atsuyoshi Nakamura

2022/2/2

Simplification of Forest Classifiers and Regressors

arXiv preprint arXiv:2212.07103

Atsuyoshi Nakamura

Kento Sakurada

2022/12/14

Slimmable Pruned Neural Networks

arXiv preprint arXiv:2212.03415

Hideaki Kuratsu

Atsuyoshi Nakamura

2022/12/7

Efficient alignment-based average delay time estimation in fluctuating delayed propagation

Array

Atsuyoshi Nakamura

Tatsuya Hayashi

2022/9/1

On-the-fly Raman image microscopy by reinforcement machine learning

Tamiki Komatsuzaki

Koji Tabata

Hiroyuki Kawagoe

James Nicholas Taylor

Kentaro Mochizuki

...

2022/5/30

Multi-objective spatiotemporal optimization of transportation and power management by using multiple electric vehicles in nanogrid networks

Hiroshi Uchigaito

Mamoru Okamoto

Gleb Astashkin

Yuki Furubayashi

Norihiro Obata

...

2021/10/22

Minor-embedding heuristics for large-scale annealing processors with sparse hardware graphs of up to 102,400 nodes

Soft Computing

Yuya Sugie

Yuki Yoshida

Normann Mertig

Takashi Takemoto

Hiroshi Teramoto

...

2021/2

Classification bandits: Classification using expected rewards as imperfect discriminators

Koji Tabata

Atsuyoshi Nakumura

Tamiki Komatsuzaki

2021

Data-Dependent Conversion to a Compact Integer-Weighted Representation of a Weighted Voting Classifier

Mitsuki Maekawa

Atsuyoshi Nakamura

Mineichi Kudo

2020/9/25

Efficiently enumerating substrings with statistically significant frequencies of locally optimal occurrences in gigantic string

Proceedings of the AAAI Conference on Artificial Intelligence

Atsuyoshi Nakamura

Ichigaku Takigawa

Hiroshi Mamitsuka

2020/4/3

A bad arm existence checking problem: How to utilize asymmetric problem structure?

Machine learning

Koji Tabata

Atsuyoshi Nakamura

Junya Honda

Tamiki Komatsuzaki

2020/2

See List of Professors in Atsuyoshi Nakamura University(Hokkaido University)