Tamay Besiroglu

According to our database, Tamay Besiroglu authored at least 12 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Chinchilla Scaling: A replication attempt.

Tamay Besiroglu, Ege Erdil, Matthew Barnett, Josh You

CoRR, 2024

Algorithmic progress in language models.

Anson Ho, Tamay Besiroglu, Ege Erdil, David Owen, Robi Rahman, Zifan Carl Guo, David Atkinson, Neil Thompson, Jaime Sevilla

CoRR, 2024

The Compute Divide in Machine Learning: A Threat to Academic Contribution and Scrutiny?

Tamay Besiroglu, Sage Andrus Bergerson, Amelia Michael, Lennart Heim, Xueyun Luo, Neil Thompson

CoRR, 2024

Position: Will we run out of data? Limits of LLM scaling based on human-generated data.

Pablo Villalobos, Anson Ho, Jaime Sevilla, Tamay Besiroglu, Lennart Heim, Marius Hobbhahn

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Please Report Your Compute.

Jaime Sevilla, Anson Ho, Tamay Besiroglu

Commun. ACM, May, 2023

Who is leading in AI? An analysis of industry AI research.

Ben Cottier, Tamay Besiroglu, David Owen

CoRR, 2023

Limits to the Energy Efficiency of CMOS Microprocessors.

Anson Ho, Ege Erdil, Tamay Besiroglu

Proceedings of the IEEE International Conference on Rebooting Computing, 2023

2022

Algorithmic progress in computer vision.

Ege Erdil, Tamay Besiroglu

CoRR, 2022

Will we run out of data? An analysis of the limits of scaling datasets in Machine Learning.

Pablo Villalobos, Jaime Sevilla, Lennart Heim, Tamay Besiroglu, Marius Hobbhahn, Anson Ho

CoRR, 2022

Machine Learning Model Sizes and the Parameter Gap.

Pablo Villalobos, Jaime Sevilla, Tamay Besiroglu, Lennart Heim, Anson Ho, Marius Hobbhahn

CoRR, 2022

Compute Trends Across Three Eras of Machine Learning.

Jaime Sevilla, Lennart Heim, Anson Ho, Tamay Besiroglu, Marius Hobbhahn, Pablo Villalobos

Proceedings of the International Joint Conference on Neural Networks, 2022

2020

Toward Trustworthy AI Development: Mechanisms for Supporting Verifiable Claims.

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

CoRR, 2020