Alistair Shilton

Reproducing Kernel Banach Space Models for Neural Networks with Application to Rademacher Complexity Analysis

Novel Kernel Models and Uniform Convergence Bounds for Neural Networks Beyond the Over-Parameterized Regime

Enhanced Bayesian Optimization via Preferential Modeling of Abstract Properties