Robin Ru
5 papers · 2020–2021 · 1 conference · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (14) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)
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The Questioner
Conferences
NIPS (5)
Top co-authors
Keywords
neural architecture search
(3)
bayesian optimization
(2)
bayesian inference
(1)
graph classification
(1)
hyperparameter optimization
(1)
model architecture
(1)
neural network optimization
(1)
marginal likelihood
(1)
weight sharing
(1)
adversarial attack
(1)
black-box attack
(1)
pac-bayes bound
(1)
performance prediction
(1)
training speed
(1)
bayesian optimisation
(1)
performance estimation
(1)
graph neural network
(1)
learning curve extrapolation
(1)
zero-cost proxies
(1)
stochastic gradient descent
(1)
Papers
Speedy Performance Estimation for Neural Architecture Search
NIPS 2021
Adversarial Attacks on Graph Classifiers via Bayesian Optimisation
NIPS 2021
How Powerful are Performance Predictors in Neural Architecture Search?
NIPS 2021
A Bayesian Perspective on Training Speed and Model Selection
NIPS 2020
Neural Architecture Generator Optimization
NIPS 2020