ENTITY
Sho Sonoda
Sho Sonoda
PulseAugur coverage of Sho Sonoda — every cluster mentioning Sho Sonoda across labs, papers, and developer communities, ranked by signal.
Total · 30d
2
2 over 90d
Releases · 30d
0
0 over 90d
Papers · 30d
2
2 over 90d
TIER MIX · 90D
SENTIMENT · 30D
1 day(s) with sentiment data
RECENT · PAGE 1/1 · 2 TOTAL
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Paper: Hierarchical provers offer exponential sample complexity gains
Researchers Sho Sonoda and others have published a paper detailing a statistical learning approach to analyze agentic theorem provers. Their work focuses on the sample complexity of imitation learning from verified proo…
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Deep learning's depth advantage explained by state-transition model
A new research paper explores the theoretical underpinnings of why deep learning models often outperform shallower ones. The study introduces an implementation-agnostic state-transition model to analyze generalization b…