Hiroyuki KASAI

About Hiroyuki KASAI

Hiroyuki KASAI, With an exceptional h-index of 24 and a recent h-index of 19 (since 2020), a distinguished researcher at Waseda University, specializes in the field of Optimization, Machine Learning, Signal Processing.

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

Key Vertex Pairs Extraction for Graph Classification Based on Probability Distribution Learning

A Machine Learning-based Non-precipitating Clouds Estimation for THz Dual-Frequency Radar

Anchor Space Optimal Transport: Accelerating Batch Processing of Multiple OT Problems

Sparse Unbalanced Optimal Transport Optimization by Identifying Inactive Transport Paths

Basis Optimal Transport with GPU-parallelizable Sinkhorn's Solver for Size-variable Distributions

二周波レーダーにおける雲水量推定モデル構築に関する検討

Safe Screening for Unbalanced Optimal Transport

Wasserstein Graph Distance Based on L1–Approximated Tree Edit Distance between Weisfeiler–Lehman Subtrees

Hiroyuki KASAI Information

University

Position

JAPAN

Citations(all)

1884

Citations(since 2020)

1016

Cited By

1212

hIndex(all)

24

hIndex(since 2020)

19

i10Index(all)

44

i10Index(since 2020)

33

Email

University Profile Page

Google Scholar

Hiroyuki KASAI Skills & Research Interests

Optimization

Machine Learning

Signal Processing

Top articles of Hiroyuki KASAI

Key Vertex Pairs Extraction for Graph Classification Based on Probability Distribution Learning

2024/2/19

Jianming Huang
Jianming Huang

H-Index: 1

Hiroyuki Kasai
Hiroyuki Kasai

H-Index: 14

A Machine Learning-based Non-precipitating Clouds Estimation for THz Dual-Frequency Radar

2023/11/15

Anchor Space Optimal Transport: Accelerating Batch Processing of Multiple OT Problems

arXiv preprint arXiv:2310.16123

2023/10/24

Jianming Huang
Jianming Huang

H-Index: 1

Hiroyuki Kasai
Hiroyuki Kasai

H-Index: 14

Sparse Unbalanced Optimal Transport Optimization by Identifying Inactive Transport Paths

IEICE Conferences Archives

2023/9/5

Hiroyuki Kasai
Hiroyuki Kasai

H-Index: 14

Basis Optimal Transport with GPU-parallelizable Sinkhorn's Solver for Size-variable Distributions

IEICE Conferences Archives

2023/9/5

Jianming Huang
Jianming Huang

H-Index: 1

Hiroyuki Kasai
Hiroyuki Kasai

H-Index: 14

二周波レーダーにおける雲水量推定モデル構築に関する検討

IEICE Conferences Archives

2023/9/5

Safe Screening for Unbalanced Optimal Transport

arXiv preprint arXiv:2307.00247

2023/7/1

Hiroyuki Kasai
Hiroyuki Kasai

H-Index: 14

Wasserstein Graph Distance Based on L1–Approximated Tree Edit Distance between Weisfeiler–Lehman Subtrees

Proceedings of the AAAI Conference on Artificial Intelligence

2023/6/26

Jianming Huang
Jianming Huang

H-Index: 1

Hiroyuki Kasai
Hiroyuki Kasai

H-Index: 14

複数コスト行列を用いた最適輸送シーケンスマッチングにおける重み最適化の検討

研究報告オーディオビジュアル複合情報処理 (AVM)

2023/2/21

最適輸送と WL 部分木を組み合わせた新たなグラフ距離手法の検討

2023

異なるサイズの特徴量を対象とした GPU 並列化可能な部分空間最適輸送手法の検討

2023

An Inexact Penalty Method for Fast Unbalanced Optimal Transport Optimization

2023

Hiroyuki Kasai
Hiroyuki Kasai

H-Index: 14

Learning Graph Neural Networks with Key Subgraphs using Explanation Confidence

2023

Jianming Huang
Jianming Huang

H-Index: 1

Hiroyuki Kasai
Hiroyuki Kasai

H-Index: 14

Auto-weighted Sequential Wasserstein Distance and Application to Sequence Matching

2022/8/29

Hiroyuki Kasai
Hiroyuki Kasai

H-Index: 14

On the Convergence of Semi-Relaxed Sinkhorn with Marginal Constraint and OT Distance Gaps

arXiv preprint arXiv:2205.13846

2022/5/27

Hiroyuki Kasai
Hiroyuki Kasai

H-Index: 14

Block-coordinate Frank-Wolfe algorithm and convergence analysis for semi-relaxed optimal transport problem

2022/5/23

Hiroyuki Kasai
Hiroyuki Kasai

H-Index: 14

ストリームデータの部分空間クラスタリングにシーケンスデータの特徴を反映させた方法の検討

研究報告オーディオビジュアル複合情報処理 (AVM)

2022/2/18

Weisfeiler-Lehman アルゴリズムに基づく新しいグラフ構造間距離の提案

研究報告オーディオビジュアル複合情報処理 (AVM)

2022/2/18

ラプラス正則化付き最適輸送問題を用いた PU 学習手法の検討

研究報告オーディオビジュアル複合情報処理 (AVM)

2022/2/18

データの推移を考慮したシーケンスマッチング手法の検討

研究報告オーディオビジュアル複合情報処理 (AVM)

2022/2/18

See List of Professors in Hiroyuki KASAI University(Waseda University)

Co-Authors

academic-engine