Nicholas Roberts

nick11roberts

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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.

Organizations

upvoted a paper 6 months ago

Test-Time Scaling Makes Overtraining Compute-Optimal

Paper • 2604.01411 • Published Apr 1 • 25

upvoted a paper 7 months ago

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

Paper • 2603.24755 • Published Mar 25 • 30

upvoted 2 papers over 1 year ago

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

Paper • 2505.00358 • Published May 1, 2025 • 26

Antidistillation Sampling

Paper • 2504.13146 • Published Apr 17, 2025 • 60