Tamay Besiroglu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Energy Efficiency

Data Analysis Tasks

Machine Learning

Top Venues

Publications

Tamay Besiroglu, Ege Erdil, Matthew Barnett, Josh You
Chinchilla Scaling: A replication attempt. CoRR (2024)
Anson Ho, Tamay Besiroglu, Ege Erdil, David Owen, Robi Rahman, Zifan Carl Guo, David Atkinson, Neil Thompson, Jaime Sevilla
Algorithmic progress in language models. 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)
Jaime Sevilla, Anson Ho, Tamay Besiroglu
Please Report Your Compute. Commun. ACM 66 (5) (2023)
Anson Ho, Ege Erdil, Tamay Besiroglu
Limits to the Energy Efficiency of CMOS Microprocessors. CoRR (2023)
Ben Cottier, Tamay Besiroglu, David Owen
Who is leading in AI? An analysis of industry AI research. CoRR (2023)
Anson Ho, Ege Erdil, Tamay Besiroglu
Limits to the Energy Efficiency of CMOS Microprocessors. ICRC (2023)
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)
Ege Erdil, Tamay Besiroglu
Algorithmic progress in computer vision. CoRR (2022)
Jaime Sevilla, Lennart Heim, Anson Ho, Tamay Besiroglu, Marius Hobbhahn, Pablo Villalobos
Compute Trends Across Three Eras of Machine Learning. IJCNN (2022)
Miles Brundage, Shahar Avin, Jasmine Wang, Haydn Belfield, Gretchen Krueger, Gillian K. Hadfield, Heidy Khlaaf, Jingying Yang, Helen Toner, Ruth Fong, Tegan Maharaj, Pang Wei Koh, Sara Hooker, Jade Leung, Andrew Trask, Emma Bluemke, Jonathan Lebensold, Cullen O'Keefe, Mark Koren, Théo Ryffel, J. B. Rubinovitz, Tamay Besiroglu, Federica Carugati, Jack Clark, Peter Eckersley, Sarah de Haas, Maritza Johnson, Ben Laurie, Alex Ingerman, Igor Krawczuk, Amanda Askell, Rosario Cammarota, Andrew Lohn, David Krueger, Charlotte Stix, Peter Henderson, Logan Graham, Carina Prunkl, Bianca Martin, Elizabeth Seger, Noa Zilberman, Seán Ó hÉigeartaigh, Frens Kroeger, Girish Sastry, Rebecca Kagan, Adrian Weller, Brian Tse, Elizabeth Barnes, Allan Dafoe, Paul Scharre, Ariel Herbert-Voss, Martijn Rasser, Shagun Sodhani, Carrick Flynn, Thomas Krendl Gilbert, Lisa Dyer, Saif Khan, Yoshua Bengio, Markus Anderljung
Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims. CoRR (2020)