Sasaki, Hiroaki

1. Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning
   2018/05/22 by Aapo Hyvärinen, Hyvarinen, Aapo, Hiroaki Sasaki +3 · 36 citations
   Computer Science · #Blind Source Separation Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Neural Networks and Reservoir Computing
2. Non-Gaussian Component Analysis with Log-Density Gradient Estimation
   2016/01/28 by Sasaki, Hiroaki, Niu, Gang, Sugiyama, Masashi · 1 citation
   #FOS: Computer and information sciences #Machine Learning (stat.ML)
3. Mode-Seeking Clustering and Density Ridge Estimation via Direct Estimation of Density-Derivative-Ratios
   2017/07/06 by Sasaki, Hiroaki, Kanamori, Takafumi, Hyvärinen, Aapo +2 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (stat.ML)
4. Representation learning for maximization of MI, nonlinear ICA and nonlinear subspaces with robust density ratio estimation
   2021/01/06 by Hiroaki Sasaki, Takashi Takenouchi, Sasaki, Hiroaki +1 · 1 citation
   Computer Science · Engineering · #Blind Source Separation Techniques #Sparse and Compressive Sensing Techniques #Fault Detection and Control Systems