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Robert Nowak

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 15, 2026, 10:13 AM AMS

3

papers

139

total citations

papers (3)

Looped Transformers are Better at Learning Learning Algorithms

On Penalty Methods for Nonconvex Bilevel Optimization and First-Order Stochastic Approximation

Task Vectors in In-Context Learning: Emergence, Formation, and Benefits