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Nikolai Matni
Nikolai Matni
5
papers
41
total citations
papers (5)
TaSIL: Taylor Series Imitation Learning
NEURIPS 2022
arXiv
20
citations
Sharp Rates in Dependent Learning Theory: Avoiding Sample Size Deflation for the Square Loss
ICML 2024
arXiv
9
citations
The noise level in linear regression with dependent data
NEURIPS 2023
arXiv
6
citations
Regret Analysis of Multi-task Representation Learning for Linear-Quadratic Adaptive Control
AAAI 2025
arXiv
4
citations
Guarantees for Nonlinear Representation Learning: Non-identical Covariates, Dependent Data, Fewer Samples
ICML 2024
arXiv
2
citations