Ross Anderson
5 papers · 2020–2022 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
Venues
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Research topics
Keywords
mixed integer programming
(3)
reinforcement learning
(1)
black-box optimization
(1)
adversarial machine learning
(1)
neural architecture search
(1)
value function
(1)
convex relaxation
(1)
discrete optimization
(1)
policy iteration
(1)
continuous control
(1)
linear programming
(1)
bellman residual
(1)
bayesian optimization
(1)
surrogate model
(1)
neural network surrogate
(1)
neural network verification
(1)
model-based optimization
(1)
image manipulation
(1)
watermark removal
(1)
combinatorial constraint
(1)
Papers
Constrained Discrete Black-Box Optimization using Mixed-Integer Programming
ICML 2022
Markpainting: Adversarial Machine Learning meets Inpainting
ICML 2021
CAQL: Continuous Action Q-Learning
ICLR 2020
Reinforcement Learning with Combinatorial Actions: An Application to Vehicle Routing
NeurIPS 2020
The Convex Relaxation Barrier, Revisited: Tightened Single-Neuron Relaxations for Neural Network Verification
NeurIPS 2020