Nicholas Roberts's picture

Nicholas Roberts PRO

nick11roberts

·

https://nick11roberts.github.io/

AI & ML interests

Data-Centric AutoML–i.e., making machine learning more accessible and practically applicable to new domains while reducing human involvement.

Recent Activity

upvoted a paper 11 days ago

Test-Time Scaling Makes Overtraining Compute-Optimal

submitted a paper 11 days ago

Test-Time Scaling Makes Overtraining Compute-Optimal

upvoted a paper 21 days ago

SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks

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Organizations

upvoted a paper 11 days ago

Test-Time Scaling Makes Overtraining Compute-Optimal

Paper • 2604.01411 • Published 16 days ago • 28

upvoted a paper 21 days ago

SlopCodeBench: Benchmarking How Coding Agents Degrade Over Long-Horizon Iterative Tasks

Paper • 2603.24755 • Published 23 days ago • 30

upvoted a paper 11 months ago

R&B: Domain Regrouping and Data Mixture Balancing for Efficient Foundation Model Training

Paper • 2505.00358 • Published May 1, 2025 • 26

upvoted a paper 12 months ago

Antidistillation Sampling

Paper • 2504.13146 • Published Apr 17, 2025 • 59