Kanamori, Takafumi

1. Relative Density-Ratio Estimation for Robust Distribution Comparison
   2011/06/23 by Makoto Yamada, Taiji Suzuki, Yamada, Makoto +7 · 8 citations
   Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Methodology (stat.ME) #Statistics Theory (math.ST)
2. Semi-Supervised learning with Density-Ratio Estimation
   2012/04/18 by Kawakita, Masanori, Kanamori, Takafumi · 3 citations
   #FOS: Computer and information sciences #Machine Learning (stat.ML)
3. Estimating Density Models with Truncation Boundaries using Score Matching
   2019/10/09 by Song Liu, Takafumi Kanamori, Liu, Song +3 · 2 citations
   Computer Science · Environmental Science · Mathematics · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #FOS: Mathematics #Hydrology and Drought Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference #Statistics Theory (math.ST)
4. Deep Clustering with a Constraint for Topological Invariance based on Symmetric InfoNCE
   2023/03/06 by Zhang, Yuhui, Wada, Yuichiro, Waida, Hiroki +3 · 3 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Condition Number Analysis of Kernel-based Density Ratio Estimation
   2009/12/15 by Kanamori, Takafumi, Suzuki, Taiji, Sugiyama, Masashi · 1 citation
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (stat.ML) #Statistics Theory (math.ST)
6. A Bregman Extension of quasi-Newton updates I: An Information Geometrical framework
   2010/10/14 by Kanamori, Takafumi, Ohara, Atsumi · 1 citation
   #Computation (stat.CO) #FOS: Computer and information sciences
7. Density-Difference Estimation
   2012/06/30 by Masashi Sugiyama, Takafumi Kanamori, Sugiyama, Masashi +9 · 1 citation
   Computer Science · #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Target Tracking and Data Fusion in Sensor Networks
8. Robust Estimation under Heavy Contamination using Enlarged Models
   2013/11/21 by Takafumi Kanamori, Kanamori, Takafumi, Hironori Fujisawa +1 · 1 citation
   Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Advanced Statistical Process Monitoring #FOS: Mathematics #Statistical Methods and Inference #Statistics Theory (math.ST)
9. 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)
10. Towards Understanding the Mechanism of Contrastive Learning via Similarity Structure: A Theoretical Analysis
    2023/04/01 by Waida, Hiroki, Wada, Yuichiro, Andéol, Léo +3 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)