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1

Spectral Ranking with Covariates:

, In: Machine Learning and Knowledge Discovery in Databases; Lecture Notes in Computer Science,

Chau, Siu Lun ; Cucuringu, Mihai ; Sejdinovic, Dino - p. 70-86 , 2023

Link: https://doi.org/10.1007/..

2

Explaining the Uncertain: Stochastic Shapley Values for Gau..:

Chau, Siu Lun ; Muandet, Krikamol ; Sejdinovic, Dino
http://arxiv.org/abs/2305.15167. , 2023

Link: http://arxiv.org/abs/230..

3

Looping in the Human: Collaborative and Explainable Bayesia..:

Adachi, Masaki ; Planden, Brady ; Howey, David A...
http://arxiv.org/abs/2310.17273. , 2023

Link: http://arxiv.org/abs/231..

4

Gated Domain Units for Multi-source Domain Generalization:

Föll, Simon ; Dubatovka, Alina ; Ernst, Eugen...
http://hdl.handle.net/20.500.11850/653837. , 2023

Link: https://hdl.handle.net/2..

5

Causal Strategic Learning with Competitive Selection:

Vo, Kiet Q. H ; Aadil, Muneeb ; Chau, Siu Lun.
http://arxiv.org/abs/2308.16262. , 2023

Link: http://arxiv.org/abs/230..

6

Gated Domain Units for Multi-source Domain Generalization:

Föll, Simon ; Dubatovka, Alina ; Ernst, Eugen...
http://arxiv.org/abs/2206.12444. , 2022

Link: http://arxiv.org/abs/220..

7

Explaining Preferences with Shapley Values:

Hu, Robert ; Chau, Siu Lun ; Huertas, Jaime Ferrando.
http://arxiv.org/abs/2205.13662. , 2022

Link: http://arxiv.org/abs/220..

8

Giga-scale Kernel Matrix-Vector Multiplication on GPU:

Hu, Robert ; Chau, Siu Lun ; Sejdinovic, Dino.
info:eu-repo/semantics/altIdentifier/arxiv/2202.01085. , 2022

Link: https://cnrs.hal.science..

9

Giga-scale Kernel Matrix-Vector Multiplication on GPU:

Hu, Robert ; Chau, Siu Lun ; Sejdinovic, Dino.
info:eu-repo/semantics/altIdentifier/arxiv/2202.01085. , 2022

Link: https://cnrs.hal.science..

10

Giga-scale Kernel Matrix Vector Multiplication on GPU:

Hu, Robert ; Chau, Siu Lun ; Sejdinovic, Dino.
http://arxiv.org/abs/2202.01085. , 2022

Link: http://arxiv.org/abs/220..

11

BayesIMP: Uncertainty Quantification for Causal Data Fusion:

Chau, Siu Lun ; Ton, Jean-François ; González, Javier..
http://arxiv.org/abs/2106.03477. , 2021

Link: http://arxiv.org/abs/210..

12

RKHS-SHAP: Shapley Values for Kernel Methods:

Chau, Siu Lun ; Hu, Robert ; Gonzalez, Javier.
http://arxiv.org/abs/2110.09167. , 2021

Link: http://arxiv.org/abs/211..

13

Deconditional Downscaling with Gaussian Processes:

Chau, Siu Lun ; Bouabid, Shahine ; Sejdinovic, Dino
http://arxiv.org/abs/2105.12909. , 2021

Link: http://arxiv.org/abs/210..

14

Spectral Ranking with Covariates:

Chau, Siu Lun ; Cucuringu, Mihai ; Sejdinovic, Dino
http://arxiv.org/abs/2005.04035. , 2020

Link: http://arxiv.org/abs/200..

15

Kernel-based Graph Learning from Smooth Signals: A Function..:

Pu, Xingyue ; Chau, Siu Lun ; Dong, Xiaowen.
http://arxiv.org/abs/2008.10065. , 2020

Link: http://arxiv.org/abs/200..

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