Andrew Tomkins
2 indexed papers
Recent (6 mo)
2With code
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0Publications per year
226
Top categories
Algorithms×1Complexity×1NLP×1
Frequent co-authors
Research Timeline
2026
On the Generalization Gap in Self-Evolving Language Model Reasoning
The paper investigates the limits of self-evolution in LLM reasoning under closed-loop settings, finding that while self-improvement is significant, it consistently falls short of perfect oracle supervision.
Sketching Intersection Profiles: A Simple Proof and Three Applications
This paper settles the complexity of three sketching problems in graphs and distributions.
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