Robert Hu
6 papers · 2022–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π Conference Polyglot (3) π Cross-Pollinator (15) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(21)
π§
Keyword Pioneer
π
Trend Setter
β‘
Prolific Year
(5)
Conferences
NIPS (4)
AISTATS (1)
JMLR (1)
Top co-authors
Keywords
kernel methods
(3)
shapley value
(2)
variational inference
(1)
uncertainty quantification
(1)
feature attribution
(1)
model interpretability
(1)
gaussian process
(1)
importance sampling
(1)
hypothesis testing
(1)
gaussian process regression
(1)
hilbert-schmidt independence criterion
(1)
importance weighting
(1)
numerical approximation
(1)
kernel matrix
(1)
kernel mean embedding
(1)
preference modeling
(1)
linear complexity
(1)
gpu computing
(1)
pairwise comparison
(1)
approximation algorithm
(1)
Papers
A Kernel Test for Causal Association via Noise Contrastive Backdoor Adjustment
JMLR 2024
Generalized Variational Inference in Function Spaces: Gaussian Measures meet Bayesian Deep Learning
NIPS 2022
Giga-scale Kernel Matrix-Vector Multiplication on GPU
NIPS 2022
RKHS-SHAP: Shapley Values for Kernel Methods
NIPS 2022
Explaining Preferences with Shapley Values
NIPS 2022
Survival regression with proper scoring rules and monotonic neural networks
AISTATS 2022