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2020 – today
- 2024
[c3]Alan Chan
, Carson Ezell, Max Kaufmann, Kevin Wei, Lewis Hammond, Herbie Bradley, Emma Bluemke, Nitarshan Rajkumar, David Krueger, Noam Kolt, Lennart Heim, Markus Anderljung:
Visibility into AI Agents. FAccT 2024: 958-973- [c2]Pablo Villalobos, Anson Ho, Jaime Sevilla, Tamay Besiroglu, Lennart Heim, Marius Hobbhahn:
Position: Will we run out of data? Limits of LLM scaling based on human-generated data. ICML 2024 - [i19]Tamay Besiroglu, Sage Andrus Bergerson, Amelia Michael, Lennart Heim, Xueyun Luo, Neil Thompson:
The Compute Divide in Machine Learning: A Threat to Academic Contribution and Scrutiny? CoRR abs/2401.02452 (2024) - [i18]Alan Chan, Carson Ezell, Max Kaufmann, Kevin Wei, Lewis Hammond, Herbie Bradley, Emma Bluemke, Nitarshan Rajkumar, David Krueger, Noam Kolt, Lennart Heim, Markus Anderljung:
Visibility into AI Agents. CoRR abs/2401.13138 (2024) - [i17]Girish Sastry, Lennart Heim, Haydn Belfield, Markus Anderljung, Miles Brundage, Julian Hazell, Cullen O'Keefe, Gillian K. Hadfield, Richard Ngo, Konstantin Pilz, George Gor, Emma Bluemke, Sarah Shoker, Janet Egan, Robert F. Trager, Shahar Avin, Adrian Weller, Yoshua Bengio, Diane Coyle:
Computing Power and the Governance of Artificial Intelligence. CoRR abs/2402.08797 (2024) - [i16]Lennart Heim, Tim Fist, Janet Egan, Sihao Huang, Stephen Zekany, Robert Trager, Michael A. Osborne, Noa Zilberman:
Governing Through the Cloud: The Intermediary Role of Compute Providers in AI Regulation. CoRR abs/2403.08501 (2024) - [i15]Noam Kolt, Markus Anderljung, Joslyn Barnhart, Asher Brass, Kevin Esvelt, Gillian K. Hadfield, Lennart Heim, Mikel Rodriguez, Jonas B. Sandbrink, Thomas Woodside:
Responsible Reporting for Frontier AI Development. CoRR abs/2404.02675 (2024) - [i14]Jamie Bernardi, Gabriel Mukobi, Hilary Greaves, Lennart Heim, Markus Anderljung:
Societal Adaptation to Advanced AI. CoRR abs/2405.10295 (2024) - [i13]Lennart Heim:
Training Compute Thresholds: Features and Functions in AI Governance. CoRR abs/2405.10799 (2024) - [i12]Alan Chan, Noam Kolt, Peter Wills, Usman Anwar, Christian Schröder de Witt, Nitarshan Rajkumar, Lewis Hammond, David Krueger, Lennart Heim, Markus Anderljung:
IDs for AI Systems. CoRR abs/2406.12137 (2024) - [i11]Anka Reuel, Ben Bucknall, Stephen Casper, Tim Fist, Lisa Soder, Onni Aarne, Lewis Hammond, Lujain Ibrahim, Alan Chan, Peter Wills, Markus Anderljung, Ben Garfinkel, Lennart Heim, Andrew Trask, Gabriel Mukobi, Rylan Schaeffer, Mauricio Baker, Sara Hooker, Irene Solaiman, Alexandra Sasha Luccioni, Nitarshan Rajkumar, Nicolas Moës, Jeffrey Ladish, Neel Guha, Jessica Newman, Yoshua Bengio, Tobin South, Alex Pentland, Sanmi Koyejo, Mykel J. Kochenderfer, Robert Trager:
Open Problems in Technical AI Governance. CoRR abs/2407.14981 (2024) - 2023
- [i10]Jonas Schuett, Noemi Dreksler, Markus Anderljung, David McCaffary, Lennart Heim, Emma Bluemke, Ben Garfinkel:
Towards best practices in AGI safety and governance: A survey of expert opinion. CoRR abs/2305.07153 (2023) - [i9]Robert Trager, Ben Harack, Anka Reuel, Allison Carnegie, Lennart Heim, Lewis Ho, Sarah Kreps, Ranjit Lall, Owen Larter, Seán Ó hÉigeartaigh, Simon Staffell, José Jaime Villalobos:
International Governance of Civilian AI: A Jurisdictional Certification Approach. CoRR abs/2308.15514 (2023) - [i8]Janet Egan, Lennart Heim:
Oversight for Frontier AI through a Know-Your-Customer Scheme for Compute Providers. CoRR abs/2310.13625 (2023) - [i7]Konstantin Pilz, Lennart Heim:
Compute at Scale: A Broad Investigation into the Data Center Industry. CoRR abs/2311.02651 (2023) - [i6]Konstantin Pilz, Lennart Heim, Nicholas Brown:
Increased Compute Efficiency and the Diffusion of AI Capabilities. CoRR abs/2311.15377 (2023) - 2022
- [c1]Jaime Sevilla, Lennart Heim, Anson Ho, Tamay Besiroglu, Marius Hobbhahn, Pablo Villalobos:
Compute Trends Across Three Eras of Machine Learning. IJCNN 2022: 1-8 - [i5]Jaime Sevilla, Lennart Heim, Anson Ho, Tamay Besiroglu, Marius Hobbhahn, Pablo Villalobos:
Compute Trends Across Three Eras of Machine Learning. CoRR abs/2202.05924 (2022) - [i4]Pablo Villalobos, Jaime Sevilla, Tamay Besiroglu, Lennart Heim, Anson Ho, Marius Hobbhahn:
Machine Learning Model Sizes and the Parameter Gap. CoRR abs/2207.02852 (2022) - [i3]Javier Rando, Daniel Paleka, David Lindner, Lennart Heim, Florian Tramèr:
Red-Teaming the Stable Diffusion Safety Filter. CoRR abs/2210.04610 (2022) - [i2]Pablo Villalobos, Jaime Sevilla, Lennart Heim, Tamay Besiroglu, Marius Hobbhahn, Anson Ho:
Will we run out of data? An analysis of the limits of scaling datasets in Machine Learning. CoRR abs/2211.04325 (2022) - 2021
- [i1]Lennart Heim, Andreas Biri, Zhongnan Qu, Lothar Thiele:
Measuring what Really Matters: Optimizing Neural Networks for TinyML. CoRR abs/2104.10645 (2021)
Coauthor Index
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