Yasuaki Hiraoka

Publication Activity (10 Years)

Years Active: 2005-2023
Publications (10 Years): 11

Top Topics

Persistent Homology

Gaussian Kernel

Positive Semidefinite

Learning Models

Top Venues

Discret. Comput. Geom.

J. Mach. Learn. Res.

Random Struct. Algorithms

Publications

Yasuaki Hiraoka, Yusuke Imoto, Killian Meehan, Théo Lacombe, Toshiaki Yachimura
Topological Node2vec: Enhanced Graph Embedding via Persistent Homology. CoRR (2023)
Anna Suzuki, M. Miyazawa, Atsushi Okamoto, Hiroyuki Shimizu, Ippei Obayashi, Yasuaki Hiraoka, Takeshi Tsuji, Patricia K. Kang, Takatoshi Ito
Inferring fracture forming processes by characterizing fracture network patterns with persistent homology. Comput. Geosci. 143 (2020)
Emerson G. Escolar, Yasuaki Hiraoka, Mitsuru Igami, Yasin Ozcan
Mapping Firms' Locations in Technological Space: A Topological Analysis of Patent Statistics. CoRR (2019)
Ippei Obayashi, Yasuaki Hiraoka, Masao Kimura
Persistence diagrams with linear machine learning models. J. Appl. Comput. Topol. 1 (3-4) (2018)
Yasuaki Hiraoka, Kenkichi Tsunoda
Limit Theorems for Random Cubical Homology. Discret. Comput. Geom. 60 (3) (2018)
Yasuaki Hiraoka, Tomoyuki Shirai
Minimum spanning acycle and lifetime of persistent homology in the Linial-Meshulam process. Random Struct. Algorithms 51 (2) (2017)
Ippei Obayashi, Yasuaki Hiraoka
Persistence Diagrams with Linear Machine Learning Models. CoRR (2017)
Genki Kusano, Kenji Fukumizu, Yasuaki Hiraoka
Kernel Method for Persistence Diagrams via Kernel Embedding and Weight Factor. J. Mach. Learn. Res. 18 (2017)
Genki Kusano, Yasuaki Hiraoka, Kenji Fukumizu
Persistence weighted Gaussian kernel for topological data analysis. ICML (2016)
Emerson G. Escolar, Yasuaki Hiraoka
Persistence Modules on Commutative Ladders of Finite Type. Discret. Comput. Geom. 55 (1) (2016)
Marcio Gameiro, Yasuaki Hiraoka, Ippei Obayashi
Continuation of Point Clouds via Persistence Diagrams. CoRR (2015)
Emerson G. Escolar, Yasuaki Hiraoka
Computing Persistence Modules on Commutative Ladders of Finite Type. ICMS (2014)
Yasuaki Hiraoka
Rigorous numerics for symmetric homoclinic orbits in reversible dynamical systems. Kybernetika 43 (6) (2007)
Sarah Day, Yasuaki Hiraoka, Konstantin Mischaikow, Toshiyuki Ogawa
Rigorous Numerics for Global Dynamics: A Study of the Swift-Hohenberg Equation. SIAM J. Appl. Dyn. Syst. 4 (1) (2005)