Motonobu Kanagawa
7 papers · 2014–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (10) π Cross-Pollinator (9)
π
Renaissance Researcher
(5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(14)
π§¬
Topic Evolution
Conferences
AISTATS (2)
JMLR (2)
NIPS (2)
ICML (1)
Top co-authors
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
NIPS 2019
Kernel Recursive ABC: Point Estimation with Intractable Likelihood
ICML 2018
Convergence guarantees for kernel-based quadrature rules in misspecified settings
NIPS 2016
Recovering Distributions from Gaussian RKHS Embeddings
AISTATS 2014