Elad Hazan

FutureFill: Fast Generation from Convolutional Sequence Models

A New Approach to Controlling Linear Dynamical Systems

Universal Learning of Nonlinear Dynamics

Universal Sequence Preconditioning

SpectraLDS: Provable Distillation for Linear Dynamical Systems

Provable Length Generalization in Sequence Prediction via Spectral Filtering

Efficient Spectral Control of Partially Observed Linear Dynamical Systems

Provable Length Generalization in Sequence Prediction via Spectral Filtering

FutureFill: Fast Generation from Convolutional Sequence Models

Catastrophic Token Leakage in Convolutional Sequence Modeling and How to Mitigate It