Motonobu Kanagawa
7 papers · 2014–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird
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Topic Evolution
Venues
Top co-authors
Research topics
Mathematics & Optimization
(5)
Machine Learning
(4)
Optimization & Theory
(4)
Mathematics
(3)
Optimization
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Probability
(1)
Reasoning
(1)
Keywords
reproducing kernel hilbert space
(3)
numerical integration
(2)
kernel approximation
(1)
gaussian process
(1)
covariate shift
(1)
nonparametric estimation
(1)
importance weighting
(1)
gaussian kernel
(1)
nonparametric inference
(1)
point estimation
(1)
kernel mean embedding
(1)
probability measure
(1)
bayesian quadrature
(1)
approximate bayesian computation
(1)
convergence guarantee
(1)
convergence rate
(1)
random feature
(1)
counterfactual inference
(1)
dot product kernel
(1)
adaptive method
(1)
Papers
Improved Random Features for Dot Product Kernels
JMLR 2024
Counterfactual Mean Embeddings
JMLR 2021
Simulator Calibration under Covariate Shift with Kernels
AISTATS 2020
Convergence Guarantees for Adaptive Bayesian Quadrature Methods
NeurIPS 2019
Kernel Recursive ABC: Point Estimation with Intractable Likelihood
ICML 2018
Convergence guarantees for kernel-based quadrature rules in misspecified settings
NeurIPS 2016
Recovering Distributions from Gaussian RKHS Embeddings
AISTATS 2014