Concepedia

Robert Stanforth

RS

Statistics

Publications

23

Citations

1.9K

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 computing, computer science, and machine learning.

Publications per year

2007–2024

23

Publications

23

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

Sven Gowal, Krishnamurthy Dvijotham, Robert Stanforth et al. · arXiv (Cornell University) · 2018 · 302 citations · Full text

Computing, Computer Science, Algorithms +16

A Dual Approach to Scalable Verification of Deep Networks

Robert Stanforth, Sven Gowal, Timothy Mann et al. · arXiv (Cornell University) · 2018 · 173 citations · Full text

Computing, Computer Engineering, Computer Science +16

Scalable Verified Training for Provably Robust Image Classification

Sven Gowal, Krishnamurthy Dvijotham, Robert Stanforth et al. · 2019 · 141 citations

Computing, Computer Science, Algorithms +16

Adversarial Robustness through Local Linearization

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

Computing, Computer Science, Computer Security +12

Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation

Po-Sen Huang, Robert Stanforth, Johannes Welbl et al. · 2019 · 126 citations · Full text

Computing, Computer Science, Computational Linguistics +14

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