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Stephen Casper
Stephen Casper
PhD student, MIT
Adresse e-mail validée de mit.edu - Page d'accueil
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Année
Open problems and fundamental limitations of reinforcement learning from human feedback
S Casper, X Davies, C Shi, TK Gilbert, J Scheurer, J Rando, R Freedman, ...
arXiv preprint arXiv:2307.15217, 2023
4562023
Toward transparent ai: A survey on interpreting the inner structures of deep neural networks
T Räuker, A Ho, S Casper, D Hadfield-Menell
2023 ieee conference on secure and trustworthy machine learning (satml), 464-483, 2023
1902023
Foundational challenges in assuring alignment and safety of large language models
U Anwar, A Saparov, J Rando, D Paleka, M Turpin, P Hase, ES Lubana, ...
arXiv preprint arXiv:2404.09932, 2024
1162024
Rethinking machine unlearning for large language models
S Liu, Y Yao, J Jia, S Casper, N Baracaldo, P Hase, Y Yao, CY Liu, X Xu, ...
arXiv preprint arXiv:2402.08787, 2024
972024
Scalable and transferable black-box jailbreaks for language models via persona modulation
R Shah, S Pour, A Tagade, S Casper, J Rando
arXiv preprint arXiv:2311.03348, 2023
882023
Explore, establish, exploit: Red teaming language models from scratch
S Casper, J Lin, J Kwon, G Culp, D Hadfield-Menell
arXiv preprint arXiv:2306.09442, 2023
842023
Black-box access is insufficient for rigorous ai audits
S Casper, C Ezell, C Siegmann, N Kolt, TL Curtis, B Bucknall, A Haupt, ...
The 2024 ACM Conference on Fairness, Accountability, and Transparency, 2254-2272, 2024
602024
Eight methods to evaluate robust unlearning in llms
A Lynch, P Guo, A Ewart, S Casper, D Hadfield-Menell
arXiv preprint arXiv:2402.16835, 2024
392024
Red teaming deep neural networks with feature synthesis tools
S Casper, T Bu, Y Li, J Li, K Zhang, K Hariharan, D Hadfield-Menell
Advances in Neural Information Processing Systems 36, 80470-80516, 2023
35*2023
Clusterability in neural networks
D Filan, S Casper, S Hod, C Wild, A Critch, S Russell
arXiv preprint arXiv:2103.03386, 2021
352021
Frivolous units: Wider networks are not really that wide
S Casper, X Boix, V D'Amario, L Guo, M Schrimpf, K Vinken, G Kreiman
Proceedings of the AAAI Conference on Artificial Intelligence 35 (8), 6921-6929, 2021
32*2021
Robust feature-level adversaries are interpretability tools
S Casper, M Nadeau, D Hadfield-Menell, G Kreiman
Advances in Neural Information Processing Systems 35, 33093-33106, 2022
312022
Cognitive Dissonance: Why Do Language Model Outputs Disagree with Internal Representations of Truthfulness?
K Liu, S Casper, D Hadfield-Menell, J Andreas
arXiv preprint arXiv:2312.03729, 2023
282023
Open problems in technical ai governance
A Reuel, B Bucknall, S Casper, T Fist, L Soder, O Aarne, L Hammond, ...
arXiv preprint arXiv:2407.14981, 2024
222024
Defending Against Unforeseen Failure Modes with Latent Adversarial Training
S Casper, L Schulze, O Patel, D Hadfield-Menell
arXiv preprint arXiv:2403.05030, 2024
202024
Latent adversarial training improves robustness to persistent harmful behaviors in llms
A Sheshadri, A Ewart, P Guo, A Lynch, C Wu, V Hebbar, H Sleight, ...
arXiv preprint arXiv:2407.15549, 2024
19*2024
Multiplex base editing to convert TAG into TAA codons in the human genome
Y Chen, E Hysolli, A Chen, S Casper, S Liu, K Yang, C Liu, G Church
Nature communications 13 (1), 4482, 2022
192022
The ai risk repository: A comprehensive meta-review, database, and taxonomy of risks from artificial intelligence
P Slattery, AK Saeri, EAC Grundy, J Graham, M Noetel, R Uuk, J Dao, ...
arXiv preprint arXiv:2408.12622, 2024
182024
Probing neural dialog models for conversational understanding
A Saleh, T Deutsch, S Casper, Y Belinkov, S Shieber
arXiv preprint arXiv:2006.08331, 2020
152020
Graphical clusterability and local specialization in deep neural networks
S Casper, S Hod, D Filan, C Wild, A Critch, S Russell
ICLR 2022 Workshop on PAIR {\textasciicircum} 2Struct: Privacy …, 2022
142022
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