Dane Sherburn

According to our database, Dane Sherburn authored at least 4 papers between 2019 and 2025.

Collaborative distances:

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

2025

PaperBench: Evaluating AI's Ability to Replicate AI Research.

Giulio Starace, Oliver Jaffe, Dane Sherburn, James Aung, Jun Shern Chan, Leon Maksin, Rachel Dias, Evan Mays, Benjamin Kinsella, Wyatt Thompson, Johannes Heidecke, Amelia Glaese, Tejal Patwardhan

Proceedings of the Forty-second International Conference on Machine Learning, 2025

MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering.

Jun Shern Chan, Neil Chowdhury, Oliver Jaffe, James Aung, Dane Sherburn, Evan Mays, Giulio Starace, Kevin Liu, Leon Maksin, Tejal Patwardhan, Aleksander Madry, Lilian Weng

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Can Language Models Explain Their Own Classification Behavior?

Dane Sherburn, Bilal Chughtai, Owain Evans

CoRR, 2024

2019

Relational Graph Attention Networks.

Dan Busbridge, Dane Sherburn, Pietro Cavallo, Nils Y. Hammerla

CoRR, 2019