Santu Rana

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

Adversarial Defense using Targeted Manifold Manipulation

Hierarchical GFlownet for Crystal Structure Generation

Enhanced Bayesian Optimization via Preferential Modeling of Abstract Properties