Robert Hu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Variational Inference

Top Venues

IET Circuits Devices Syst.

Publications

Jake Fawkes, Robert Hu, Robin J. Evans, Dino Sejdinovic
Doubly Robust Kernel Statistics for Testing Distributional Treatment Effects. Trans. Mach. Learn. Res. 2024 (2024)
Robert Hu, Siu Lun Chau, Jaime Ferrando Huertas, Dino Sejdinovic
Explaining Preferences with Shapley Values. NeurIPS (2022)
Veit D. Wild, Robert Hu, Dino Sejdinovic
Generalized Variational Inference in Function Spaces: Gaussian Measures meet Bayesian Deep Learning. NeurIPS (2022)
Robert Hu, Siu Lun Chau, Jaime Ferrando Huertas, Dino Sejdinovic
Explaining Preferences with Shapley Values. CoRR (2022)
Robert Hu, Dino Sejdinovic, Joan Alexis Glaunès
Giga-scale Kernel Matrix Vector Multiplication on GPU. CoRR (2022)
David Rindt, Robert Hu, David Steinsaltz, Dino Sejdinovic
Survival regression with proper scoring rules and monotonic neural networks. AISTATS (2022)
Jake Fawkes, Robert Hu, Robin J. Evans, Dino Sejdinovic
Doubly Robust Kernel Statistics for Testing Distributional Treatment Effects Even Under One Sided Overlap. CoRR (2022)
Veit D. Wild, Robert Hu, Dino Sejdinovic
Generalized Variational Inference in Function Spaces: Gaussian Measures meet Bayesian Deep Learning. CoRR (2022)
Siu Lun Chau, Robert Hu, Javier González, Dino Sejdinovic
RKHS-SHAP: Shapley Values for Kernel Methods. NeurIPS (2022)
Robert Hu, Geoff K. Nicholls, Dino Sejdinovic
Large scale tensor regression using kernels and variational inference. Mach. Learn. 111 (7) (2022)
Robert Hu, Siu Lun Chau, Dino Sejdinovic, Joan Glaunès
Giga-scale Kernel Matrix-Vector Multiplication on GPU. NeurIPS (2022)
David Rindt, Robert Hu, David Steinsaltz, Dino Sejdinovic
Time-to-event regression using partially monotonic neural networks. CoRR (2021)
Robert Hu, Dino Sejdinovic
Robust Deep Interpretable Features for Binary Image Classification. NLDL (2021)
Robert Hu, Geoff K. Nicholls, Dino Sejdinovic
Large Scale Tensor Regression using Kernels and Variational Inference. CoRR (2020)
Ching-Ying Huang, Robert Hu, Dow-Chi Niu, Chi-Yang Chang
Analysis and design of wideband active power splitter with interleaf transmission line topology. IET Circuits Devices Syst. 13 (8) (2019)
Ching-Ying Huang, Pin-Hsuan Wu, Kun-Long Wu, Robert Hu, Chi-Yang Chang
IL analysis for 8-way power combining network in 77-110 GHz 40 nm-complementary metal-oxide-semiconductor PA design. IET Circuits Devices Syst. 13 (8) (2019)
Ching-Ying Huang, Kun-Long Wu, Robert Hu, Chi-Yang Chang
Analysis of wide-IF-band 65 nm-CMOS mixer for 77-110 GHz radio-astronomical receiver design. IET Circuits Devices Syst. 13 (3) (2019)