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Nikolai Matni

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, 8:46 PM AMS

5

papers

41

total citations

papers (5)

TaSIL: Taylor Series Imitation Learning

NEURIPS 2022arXiv

Sharp Rates in Dependent Learning Theory: Avoiding Sample Size Deflation for the Square Loss

The noise level in linear regression with dependent data

NEURIPS 2023arXiv

Regret Analysis of Multi-task Representation Learning for Linear-Quadratic Adaptive Control

Guarantees for Nonlinear Representation Learning: Non-identical Covariates, Dependent Data, Fewer Samples