Robert Hu

19 papers A* 4A 1Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Elucidating the Design Space of FP4 training.
CoRR
Robert Hu, Carlo Luschi, Paul Balanca
2024 J jnl
A Kernel Test for Causal Association via Noise Contrastive Backdoor Adjustment.
J. Mach. Learn. Res.
Robert Hu, Dino Sejdinovic, Robin J. Evans
2024 J jnl
Doubly Robust Kernel Statistics for Testing Distributional Treatment Effects.
Trans. Mach. Learn. Res.
Jake Fawkes, Robert Hu, Robin J. Evans, Dino Sejdinovic
2022 J jnl
Doubly Robust Kernel Statistics for Testing Distributional Treatment Effects Even Under One Sided Overlap.
CoRR
Jake Fawkes, Robert Hu, Robin J. Evans, Dino Sejdinovic
2022 A* conf
Explaining Preferences with Shapley Values.
NeurIPS
Robert Hu, Siu Lun Chau, Jaime Ferrando Huertas, Dino Sejdinovic
2022 J jnl
Explaining Preferences with Shapley Values.
CoRR
Robert Hu, Siu Lun Chau, Jaime Ferrando Huertas, Dino Sejdinovic
2022 A* conf
Generalized Variational Inference in Function Spaces: Gaussian Measures meet Bayesian Deep Learning.
NeurIPS
Veit D. Wild, Robert Hu, Dino Sejdinovic
2022 J jnl
Generalized Variational Inference in Function Spaces: Gaussian Measures meet Bayesian Deep Learning.
CoRR
Veit D. Wild, Robert Hu, Dino Sejdinovic
2022 J jnl
Giga-scale Kernel Matrix Vector Multiplication on GPU.
CoRR
Robert Hu, Dino Sejdinovic, Joan Alexis Glaunès
2022 A* conf
Giga-scale Kernel Matrix-Vector Multiplication on GPU.
NeurIPS
Robert Hu, Siu Lun Chau, Dino Sejdinovic, Joan Glaunès
2022 J jnl
Large scale tensor regression using kernels and variational inference.
Mach. Learn.
Robert Hu, Geoff K. Nicholls, Dino Sejdinovic
2022 A* conf
RKHS-SHAP: Shapley Values for Kernel Methods.
NeurIPS
Siu Lun Chau, Robert Hu, Javier González, Dino Sejdinovic
2022 A conf
Survival regression with proper scoring rules and monotonic neural networks.
AISTATS
David Rindt, Robert Hu, David Steinsaltz, Dino Sejdinovic
2021 — conf
Robust Deep Interpretable Features for Binary Image Classification.
NLDL
Robert Hu, Dino Sejdinovic
2021 J jnl
Time-to-event regression using partially monotonic neural networks.
CoRR
David Rindt, Robert Hu, David Steinsaltz, Dino Sejdinovic
2020 J jnl
Large Scale Tensor Regression using Kernels and Variational Inference.
CoRR
Robert Hu, Geoff K. Nicholls, Dino Sejdinovic
2019 J jnl
Analysis and design of wideband active power splitter with interleaf transmission line topology.
IET Circuits Devices Syst.
Ching-Ying Huang, Robert Hu, Dow-Chi Niu, Chi-Yang Chang
2019 J jnl
Analysis of wide-IF-band 65 nm-CMOS mixer for 77-110 GHz radio-astronomical receiver design.
IET Circuits Devices Syst.
Ching-Ying Huang, Kun-Long Wu, Robert Hu, Chi-Yang Chang
2019 J jnl
IL analysis for 8-way power combining network in 77-110 GHz 40 nm-complementary metal-oxide-semiconductor PA design.
IET Circuits Devices Syst.
Ching-Ying Huang, Pin-Hsuan Wu, Kun-Long Wu, Robert Hu, Chi-Yang Chang