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Lennart Heim
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 14
Top Topics
Machine Learning
Semi Implicit
Trend Detection
Data Center
Top Venues
CoRR
IJCNN
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Publications
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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
(2024)
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
(2024)
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
(2024)
Janet Egan
,
Lennart Heim
Oversight for Frontier AI through a Know-Your-Customer Scheme for Compute Providers.
CoRR
(2023)
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
(2023)
Konstantin Pilz
,
Lennart Heim
Compute at Scale - A Broad Investigation into the Data Center Industry.
CoRR
(2023)
Konstantin Pilz
,
Lennart Heim
,
Nicholas Brown
Increased Compute Efficiency and the Diffusion of AI Capabilities.
CoRR
(2023)
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
(2023)
Javier Rando
,
Daniel Paleka
,
David Lindner
,
Lennart Heim
,
Florian Tramèr
Red-Teaming the Stable Diffusion Safety Filter.
CoRR
(2022)
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
(2022)
Pablo Villalobos
,
Jaime Sevilla
,
Tamay Besiroglu
,
Lennart Heim
,
Anson Ho
,
Marius Hobbhahn
Machine Learning Model Sizes and the Parameter Gap.
CoRR
(2022)
Jaime Sevilla
,
Lennart Heim
,
Anson Ho
,
Tamay Besiroglu
,
Marius Hobbhahn
,
Pablo Villalobos
Compute Trends Across Three Eras of Machine Learning.
CoRR
(2022)
Jaime Sevilla
,
Lennart Heim
,
Anson Ho
,
Tamay Besiroglu
,
Marius Hobbhahn
,
Pablo Villalobos
Compute Trends Across Three Eras of Machine Learning.
IJCNN
(2022)
Lennart Heim
,
Andreas Biri
,
Zhongnan Qu
,
Lothar Thiele
Measuring what Really Matters: Optimizing Neural Networks for TinyML.
CoRR
(2021)