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Michael Gastpar

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 14, 2026, 10:11 PM AMS

4

papers

42

total citations

papers (4)

Attention with Markov: A Curious Case of Single-layer Transformers

Leveraging Sparsity for Sample-Efficient Preference Learning: A Theoretical Perspective

What One Cannot, Two Can: Two-Layer Transformers Provably Represent Induction Heads on Any-Order Markov Chains

NEURIPS 2025arXiv

Which Algorithms Have Tight Generalization Bounds?

NEURIPS 2025arXiv