Wenkai Xu
12 papers · 2017–2023 · 4 conferences · across top CS/AI conferences
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(18)
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Keyword Champion
(3)
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Century Club
(12)
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(50)
Conferences
NIPS (5)
AISTATS (3)
ICML (3)
UAI (1)
Top co-authors
Keywords
kernel methods
(5)
goodness-of-fit test
(4)
statistical testing
(4)
stein discrepancy
(4)
goodness-of-fit testing
(3)
stein operator
(2)
bahadur efficiency
(2)
goodness of fit
(2)
kernelized stein discrepancy
(2)
maximum mean discrepancy
(2)
stein method
(2)
two-sample testing
(1)
distribution comparison
(1)
generative model
(1)
riemannian manifold
(1)
non-parametric statistics
(1)
two-sample test
(1)
network analysis
(1)
monte carlo method
(1)
nonparametric testing
(1)
Papers
Learning Nonlinear Causal Effect via Kernel Anchor Regression
UAI 2023
AgraSSt: Approximate Graph Stein Statistics for Interpretable Assessment of Implicit Graph Generators
NIPS 2022
Standardisation-function Kernel Stein Discrepancy: A Unifying View on Kernel Stein Discrepancy Tests for Goodness-of-fit
AISTATS 2022
A Kernelised Stein Statistic for Assessing Implicit Generative Models
NIPS 2022
A Stein Goodness-of-test for Exponential Random Graph Models
AISTATS 2021
Meta Two-Sample Testing: Learning Kernels for Testing with Limited Data
NIPS 2021
Interpretable Stein Goodness-of-fit Tests on Riemannian Manifold
ICML 2021
A Stein Goodness-of-fit Test for Directional Distributions
AISTATS 2020
Kernelized Stein Discrepancy Tests of Goodness-of-fit for Time-to-Event Data
ICML 2020
Learning Deep Kernels for Non-Parametric Two-Sample Tests
ICML 2020
A kernel test for quasi-independence
NIPS 2020
A Linear-Time Kernel Goodness-of-Fit Test
NIPS 2017