 | 2012 |
| 19 |  | Takanori Inazumi,
Takashi Washio,
Shohei Shimizu,
Joe Suzuki,
Akihiro Yamamoto,
Yoshinobu Kawahara:
Discovering causal structures in binary exclusive-or skew acyclic models
CoRR abs/1202.3736: (2012) |
| 18 |  | Yoshinobu Kawahara,
Masashi Sugiyama:
Sequential change-point detection based on direct density-ratio estimation.
Statistical Analysis and Data Mining 5(2): 114-127 (2012) |
| 2011 |
| 17 |  | Kiyohito Nagano,
Yoshinobu Kawahara,
Kazuyuki Aihara:
Size-constrained Submodular Minimization through Minimum Norm Base.
ICML 2011: 977-984 |
| 16 |  | Yoshinobu Kawahara,
Takashi Washio:
Prismatic Algorithm for Discrete D.C. Programming Problem.
NIPS 2011: 2106-2114 |
| 15 |  | Takanori Inazumi,
Takashi Washio,
Shohei Shimizu,
Joe Suzuki,
Akihiro Yamamoto,
Yoshinobu Kawahara:
Discovering causal structures in binary exclusive-or skew acyclic models.
UAI 2011: 373-382 |
| 14 |  | Yoshinobu Kawahara,
Takashi Washio:
Prismatic Algorithm for Discrete D.C. Programming Problems
CoRR abs/1108.4217: (2011) |
| 13 |  | Shohei Shimizu,
Takanori Inazumi,
Yasuhiro Sogawa,
Aapo Hyvärinen,
Yoshinobu Kawahara,
Takashi Washio,
Patrik O. Hoyer,
Kenneth Bollen:
DirectLiNGAM: A Direct Method for Learning a Linear Non-Gaussian Structural Equation Model.
Journal of Machine Learning Research 12: 1225-1248 (2011) |
| 12 |  | Yoshinobu Kawahara,
Shohei Shimizu,
Takashi Washio:
Analyzing relationships among ARMA processes based on non-Gaussianity of external influences.
Neurocomputing 74(12-13): 2212-2221 (2011) |
| 11 |  | Yoshinobu Kawahara,
Kiyohito Nagano,
Yoshio Okamoto:
Submodular fractional programming for balanced clustering.
Pattern Recognition Letters 32(2): 235-243 (2011) |
| 2010 |
| 10 |  | Satoshi Hara,
Yoshinobu Kawahara,
Takashi Washio,
Paul von Bünau:
Stationary Subspace Analysis as a Generalized Eigenvalue Problem.
ICONIP (1) 2010: 422-429 |
| 9 |  | Masao Joko,
Yoshinobu Kawahara,
Takehisa Yairi:
Learning Non-linear Dynamical Systems by Alignment of Local Linear Models.
ICPR 2010: 1084-1087 |
| 8 |  | Yasuhiro Sogawa,
Shohei Shimizu,
Yoshinobu Kawahara,
Takashi Washio:
An experimental comparison of linear non-Gaussian causal discovery methods and their variants.
IJCNN 2010: 1-8 |
| 7 |  | Kiyohito Nagano,
Yoshinobu Kawahara,
Satoru Iwata:
Minimum Average Cost Clustering.
NIPS 2010: 1759-1767 |
| 6 |  | Yoshinobu Kawahara,
Kenneth Bollen,
Shohei Shimizu,
Takashi Washio:
GroupLiNGAM: Linear non-Gaussian acyclic models for sets of variables
CoRR abs/1006.5041: (2010) |
| 2009 |
| 5 |  | Yoshinobu Kawahara,
Kiyohito Nagano,
Koji Tsuda,
Jeff A. Bilmes:
Submodularity Cuts and Applications.
NIPS 2009: 916-924 |
| 4 |  | Yoshinobu Kawahara,
Masashi Sugiyama:
Change-Point Detection in Time-Series Data by Direct Density-Ratio Estimation.
SDM 2009: 389-400 |
| 3 |  | Shohei Shimizu,
Aapo Hyvärinen,
Yoshinobu Kawahara:
A direct method for estimating a causal ordering in a linear non-Gaussian acyclic model.
UAI 2009: 506-513 |
| 2007 |
| 2 |  | Yoshinobu Kawahara,
Takehisa Yairi,
Kazuo Machida:
Change-Point Detection in Time-Series Data Based on Subspace Identification.
ICDM 2007: 559-564 |
| 2006 |
| 1 |  | Yoshinobu Kawahara,
Takehisa Yairi,
Kazuo Machida:
A Kernel Subspace Method by Stochastic Realization for Learning Nonlinear Dynamical Systems.
NIPS 2006: 665-672 |