Concepedia

Robert Stanforth

RS

Statistics

Publications

22

Citations

1.8K

H-Index

18

Active since

2007

Affiliations

Google (United States)(Current)

Google DeepMind (United Kingdom)

University College London

University of California, Los Angeles

Google (United Kingdom)

Robert Stanforth is an author at Google (United States) specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningDeep LearningData ScienceAdversarial Machine LearningArtificial IntelligenceVerificationFormal VerificationPattern Recognition

Publications per year

2007–2024

22

Publications

22

On the Effectiveness of Interval Bound Propagation for Training Verifiably Robust Models

Sven Gowal, Krishnamurthy Dvijotham, Robert Stanforth et al. · arXiv (Cornell University) · 2018 · 300 citations · Full text

Mathematical Programming, Artificial Intelligence, Convolutional Neural Network +21

A Dual Approach to Scalable Verification of Deep Networks

Krishnamurthy, Dvijotham, Robert Stanforth et al. · arXiv (Cornell University) · 2018 · 172 citations · Full text

Mathematical Programming, Engineering, Machine Learning +16

Scalable Verified Training for Provably Robust Image Classification

Sven Gowal, Krishnamurthy Dvijotham, Robert Stanforth et al. · 2019 · 137 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +19

Adversarial Robustness through Local Linearization

Chongli Qin, James Martens, Sven Gowal et al. · Neural Information Processing Systems · 2019 · 128 citations

Adversarial Examples, Data Augmentation, Convolutional Neural Network +14

Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation

Po-Sen Huang, Robert Stanforth, Johannes Welbl et al. · 2019 · 121 citations · Full text

Engineering, Po-sen Huang, Verification +26

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