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Alex Robey
Alex Robey
Postdoc, Carnegie Mellon University
Bestätigte E-Mail-Adresse bei andrew.cmu.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Efficient and Accurate Estimation of Lipschitz Constants for Deep Neural Networks
M Fazlyab, A Robey, H Hassani, M Morari, G Pappas
NeurIPS 2019, 2019
5222019
Jailbreaking Black Box Large Language Models in Twenty Queries
P Chao, A Robey, E Dobriban, H Hassani, GJ Pappas, E Wong
arXiv, 2023
3552023
Learning Control Barrier Functions from Expert Demonstrations
A Robey*, H Hu*, L Lindemann, H Zhang, DV Dimarogonas, S Tu, ...
CDC 2020, 2020
2302020
SmoothLLM: Defending Large Language Models against Jailbreaking Attacks
A Robey, E Wong, H Hassani, GJ Pappas
arXiv, 2023
1802023
Model-Based Domain Generalization
A Robey, GJ Pappas, H Hassani
NeurIPS 2021, 2021
1412021
JailbreakBench: An Open Robustness Benchmark for Jailbreaking Large Language Models
P Chao*, E Debenedetti*, A Robey*, M Andriushchenko*, F Croce, ...
NeurIPS 2024, 2024
722024
Provable Tradeoffs in Adversarially Robust Classification
E Dobriban, H Hassani, D Hong, A Robey
Transactions on Information Theory, 2020
722020
Model-Based Robust Deep Learning: Generalizing to Natural, Out-of-Distribution Data
A Robey, H Hassani, GJ Pappas
arXiv, 2020
692020
Learning Hybrid Control Barrier Functions from Data
L Lindemann, H Hu, A Robey, H Zhang, DV Dimarogonas, S Tu, N Matni
CoRL 2020, 2020
622020
Probable Domain Generalization via Quantile Risk Minimization
C Eastwood*, A Robey*, S Singh, J von Kügelgen, H Hassani, GJ Pappas, ...
NeurIPS 2022, 2022
612022
On the Sample Complexity of Stability Constrained Imitation Learning
S Tu, A Robey, T Zhang, N Matni
L4DC 2022, 2022
452022
Adversarial Robustness with Semi-Infinite Constrained Learning
A Robey*, L Chamon*, GJ Pappas, H Hassani, A Ribeiro
NeurIPS 2021, 2021
442021
Learning Robust Hybrid Control Barrier Functions for Uncertain Systems
A Robey*, L Lindemann*, S Tu, N Matni
ADHS 2021, 2021
412021
Probabilistically Robust Learning: Balancing Average- and Worst-case Performance
A Robey, LFO Chamon, GJ Pappas, H Hassani
ICML 2022, 2022
332022
Learning Robust Output Control Barrier Functions from Safe Expert Demonstrations
L Lindemann, A Robey, L Jiang, S Das, S Tu, N Matni
OJCSYS 2024, 2021
312021
Defending Large Language Models against Jailbreak Attacks via Semantic Smoothing
J Ji*, B Hou*, A Robey*, GJ Pappas, H Hassani, Y Zhang, E Wong, ...
arXiv, 2024
282024
Toward Certified Robustness Against Real-World Distribution Shifts
H Wu*, T Tagomori*, A Robey*, F Yang*, N Matni, G Pappas, H Hassani, ...
SaTML 2023, 2022
262022
Optimal Physical Preprocessing for Example-Based Super-Resolution
A Robey, V Ganapati
Optics Express, 2018
232018
A Safe Harbor for AI Evaluation and Red Teaming
S Longpre, S Kapoor, K Klyman, A Ramaswami, R Bommasani, ...
ICML 2024, 2024
212024
Optimal Algorithms for Submodular Maximization With Distributed Constraints
A Robey, A Adibi, B Schlotfeldt, H Hassani, GJ Pappas
L4DC 2021, 2021
212021
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