Kanagawa, Heishiro

1. Deep Proxy Causal Learning and its Application to Confounded Bandit\n Policy Evaluation
   2021/06/07 by Liyuan Xu, Heishiro Kanagawa, Xu, Liyuan +3 · 5 citations
   Decision Sciences · Economics, Econometrics and Finance · Mathematics · #Advanced Bandit Algorithms Research #Advanced Causal Inference Techniques #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine Learning (cs.LG) #Machine Learning (stat.ML)
2. A kernel Stein test of goodness of fit for sequential models
   2022/10/19 by Baum, Jerome, Kanagawa, Heishiro, Gretton, Arthur · 4 citations
   #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Testing Goodness of Fit of Conditional Density Models with Kernels
   2020/02/24 by Jitkrittum, Wittawat, Kanagawa, Heishiro, Schölkopf, Bernhard · 2 citations
   #46E22 #62G10 #FOS: Computer and information sciences #FOS: Mathematics #G.3 #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
4. Blindness of score-based methods to isolated components and mixing proportions
   2020/08/23 by Wenliang, Li K., Kanagawa, Heishiro · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Stein Π-Importance Sampling
   2023/05/17 by Congye Wang, Wang, Congye, Wilson Chen +5 · 2 citations
   Mathematics · Physics and Astronomy · #Markov Chains and Monte Carlo Methods #Random Matrices and Applications #Theoretical and Computational Physics
6. Informative Features for Model Comparison
   2018/10/27 by Wittawat Jitkrittum, Jitkrittum, Wittawat, Heishiro Kanagawa +9 · 2 citations
   Computer Science · #46E22 #62G10 #Data Stream Mining Techniques #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #G.3 #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
7. Cross-domain Recommendation via Deep Domain Adaptation
   2018/03/08 by Kanagawa, Heishiro, Kobayashi, Hayato, Shimizu, Nobuyuki +2 · 1 citation
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
8. Controlling Moments with Kernel Stein Discrepancies
   2022/11/10 by Kanagawa, Heishiro, Barp, Alessandro, Gretton, Arthur +1 · 1 citation
   #Computation (stat.CO) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)