Robert Stanforth
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
11
Venues
5
Active years
2018–2024
Best venue rank
A*
Where they publish
Papers
11 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICLR | Expressive Losses for Verified Robustness via Convex Combinations. | Alessandro De Palma, Rudy Bunel, Krishnamurthy (Dj) Dvijotham, M. Pawan Kumar, Robert Stanforth, Alessio Lomuscio |
| 2020 | EMNLP | Reducing Sentiment Bias in Language Models via Counterfactual Evaluation. | Po-Sen Huang, Huan Zhang, Ray Jiang, Robert Stanforth, Johannes Welbl, Jack Rae, Vishal Maini, Dani Yogatama, Pushmeet Kohli |
| 2020 | ICLR | Towards Verified Robustness under Text Deletion Interventions. | Johannes Welbl, Po-Sen Huang, Robert Stanforth, Sven Gowal, Krishnamurthy (Dj) Dvijotham, Martin Szummer, Pushmeet Kohli |
| 2020 | ICLR | Toward Evaluating Robustness of Deep Reinforcement Learning with Continuous Control. | Tsui-Wei Weng, Krishnamurthy (Dj) Dvijotham, Jonathan Uesato, Kai Xiao, Sven Gowal, Robert Stanforth, Pushmeet Kohli |
| 2020 | ICLR | Towards Stable and Efficient Training of Verifiably Robust Neural Networks. | Huan Zhang, Hongge Chen, Chaowei Xiao, Sven Gowal, Robert Stanforth, Bo Li, Duane S. Boning, Cho-Jui Hsieh |
| 2019 | EMNLP | Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation. | Po-Sen Huang, Robert Stanforth, Johannes Welbl, Chris Dyer, Dani Yogatama, Sven Gowal, Krishnamurthy Dvijotham, Pushmeet Kohli |
| 2019 | ICCV | Scalable Verified Training for Provably Robust Image Classification. | Sven Gowal, Krishnamurthy Dvijotham, Robert Stanforth, Rudy Bunel, Chongli Qin, Jonathan Uesato, Relja Arandjelovic, Timothy Arthur Mann, Pushmeet Kohli |
| 2019 | ICLR | Verification of Non-Linear Specifications for Neural Networks. | Chongli Qin, Krishnamurthy (Dj) Dvijotham, Brendan O'Donoghue, Rudy Bunel, Robert Stanforth, Sven Gowal, Jonathan Uesato, Grzegorz Swirszcz, Pushmeet Kohli |
| 2019 | IJCAI | A Dual Approach to Verify and Train Deep Networks. | Sven Gowal, Krishnamurthy Dvijotham, Robert Stanforth, Timothy A. Mann, Pushmeet Kohli |
| 2019 | UAI | Efficient Neural Network Verification with Exactness Characterization. | Krishnamurthy (Dj) Dvijotham, Robert Stanforth, Sven Gowal, Chongli Qin, Soham De, Pushmeet Kohli |
| 2018 | UAI | A Dual Approach to Scalable Verification of Deep Networks. | Krishnamurthy Dvijotham, Robert Stanforth, Sven Gowal, Timothy A. Mann, Pushmeet Kohli |