Nikolai Matni

6

Papers

4

Total Citations

Papers (6)

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

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

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

Regret Bounds for Robust Adaptive Control of the Linear Quadratic Regulator

TaSIL: Taylor Series Imitation Learning

The noise level in linear regression with dependent data