Wilson, Andrew

6 publications

NeurIPSW 2023 A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning Valeriia Cherepanova, Roman Levin, Gowthami Somepalli, Jonas Geiping, C. Bruss, Andrew Wilson, Tom Goldstein, Micah Goldblum

NeurIPSW 2023 Non-Vacuous Generalization Bounds for Large Language Models Sanae Lotfi, Marc Finzi, Yilun Kuang, Tim Rudner, Micah Goldblum, Andrew Wilson

ICML 2015 Fast Kronecker Inference in Gaussian Processes with Non-Gaussian Likelihoods Seth Flaxman, Andrew Wilson, Daniel Neill, Hannes Nickisch, Alex Smola

ICML 2015 Kernel Interpolation for Scalable Structured Gaussian Processes (KISS-GP) Andrew Wilson, Hannes Nickisch

ICML 2013 Gaussian Process Kernels for Pattern Discovery and Extrapolation Andrew Wilson, Ryan Adams

CVPRW 2003 GWINDOWS: Towards Robust Perception-Based UI Andrew Wilson, Nuria Oliver