Wenda Zhou
7 papers · 2018–2022 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(15)
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Unstoppable
(5)
Conferences
AISTATS (2)
ICLR (2)
NIPS (2)
ICML (1)
Top co-authors
Keywords
penalized regression
(2)
high-dimensional regression
(2)
empirical risk minimization
(1)
cross validation
(1)
markov chain
(1)
regularization parameter
(1)
parameter tuning
(1)
generative model
(1)
denoising autoencoder
(1)
molecular graph
(1)
node classification
(1)
automorphism group
(1)
molecule generation
(1)
error bound
(1)
discrete datum
(1)
message passing neural network
(1)
relational datum
(1)
graph sampling
(1)
out-of-sample prediction
(1)
graph neural network
(1)
Papers
Vitruvion: A Generative Model of Parametric CAD Sketches
ICLR 2022
Autobahn: Automorphism-based Graph Neural Nets
NIPS 2021
Error bounds in estimating the out-of-sample prediction error using leave-one-out cross validation in high-dimensions
AISTATS 2020
Discrete Object Generation with Reversible Inductive Construction
NIPS 2019
Non-vacuous Generalization Bounds at the ImageNet Scale: a PAC-Bayesian Compression Approach
ICLR 2019
Empirical Risk Minimization and Stochastic Gradient Descent for Relational Data
AISTATS 2019
Approximate Leave-One-Out for Fast Parameter Tuning in High Dimensions
ICML 2018