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Alan Chan
Alan Chan
Centre for the Governance of AI; Mila, Université de Montréal
Verifierad e-postadress på governance.ai - Startsida
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Automatic prediction of tumour malignancy in breast cancer with fractal dimension
A Chan, JA Tuszynski
Royal Society open science 3 (12), 160558, 2016
1412016
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
872024
Harms from Increasingly Agentic Algorithmic Systems
A Chan, R Salganik, A Markelius, C Pang, N Rajkumar, D Krasheninnikov, ...
FAccT 2023, 2023
682023
Characterizing Manipulation from AI Systems
M Carroll, A Chan, H Ashton, D Krueger
EAAMO 2023, 2023
512023
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
492024
Open-Sourcing Highly Capable Foundation Models: An evaluation of risks, benefits, and alternative methods for pursuing open-source objectives
E Seger, N Dreksler, R Moulange, E Dardaman, J Schuett, K Wei, ...
arXiv preprint arXiv:2311.09227, 2023
382023
Fixed-Horizon Temporal Difference Methods for Stable Reinforcement Learning
K De Asis, A Chan, S Pitis, RS Sutton, D Graves
AAAI Conference on Artificial Intelligence, 2020
362020
The limits of global inclusion in AI development
A Chan, CT Okolo, Z Terner, A Wang
arXiv preprint arXiv:2102.01265, 2021
312021
Greedification operators for policy optimization: Investigating forward and reverse kl divergences
A Chan, H Silva, S Lim, T Kozuno, AR Mahmood, M White
The Journal of Machine Learning Research 23 (1), 11474-11552, 2022
282022
Reclaiming the Digital Commons: A Public Data Trust for Training Data
A Chan, H Bradley, N Rajkumar
AIES 2023, 2023
252023
Welfare Diplomacy: Benchmarking Language Model Cooperation
G Mukobi, H Erlebach, N Lauffer, L Hammond, A Chan, J Clifton
arXiv preprint arXiv:2310.08901, 2023
182023
Visibility into AI Agents
A Chan, C Ezell, M Kaufmann, K Wei, L Hammond, H Bradley, E Bluemke, ...
The 2024 ACM Conference on Fairness, Accountability, and Transparency, 958-973, 2024
172024
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
162024
Towards the Scalable Evaluation of Cooperativeness in Language Models
A Chan, M Riché, J Clifton
arXiv preprint arXiv:2303.13360, 2023
72023
Training recurrent neural networks online by learning explicit state variables
S Nath, V Liu, A Chan, X Li, A White, M White
International conference on learning representations, 2020
62020
An International Consortium for Evaluations of Societal-Scale Risks from Advanced AI
R Gruetzemacher, A Chan, K Frazier, C Manning, Š Los, J Fox, ...
arXiv preprint arXiv:2310.14455, 2023
52023
IDs for AI Systems
A Chan, N Kolt, P Wills, U Anwar, CS de Witt, N Rajkumar, L Hammond, ...
arXiv preprint arXiv:2406.12137, 2024
32024
Hazards from Increasingly Accessible Fine-Tuning of Downloadable Foundation Models
A Chan, B Bucknall, H Bradley, D Krueger
arXiv preprint arXiv:2312.14751, 2023
32023
Scoring Rules for Performative Binary Prediction
A Chan
arXiv preprint arXiv:2207.02847, 2021
32021
Parameter-free Gradient Temporal Difference Learning
A Jacobsen, A Chan
arXiv preprint arXiv:2105.04129, 2021
22021
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Artiklar 1–20