Ross Anderson
5 papers · 2020–2022 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
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Interdisciplinary Bridge
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Taxonomy Completionist
(10)
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Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
ICML (2)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
mixed-integer programming
(2)
black-box optimization
(1)
adversarial machine learning
(1)
neural architecture search
(1)
value function
(1)
convex relaxation
(1)
discrete optimization
(1)
policy iteration
(1)
linear programming
(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)
vehicle routing
(1)
neural network
(1)
combinatorial optimization
(1)
Papers
Constrained Discrete Black-Box Optimization using Mixed-Integer Programming
ICML 2022
Markpainting: Adversarial Machine Learning meets Inpainting
ICML 2021
Reinforcement Learning with Combinatorial Actions: An Application to Vehicle Routing
NIPS 2020
The Convex Relaxation Barrier, Revisited: Tightened Single-Neuron Relaxations for Neural Network Verification
NIPS 2020
CAQL: Continuous Action Q-Learning
ICLR 2020