Yves-Laurent Kom Samo

Researcher, Google

Joined

July 2019

****@kxy.ai (Confirmed)

****@gmail.com (Confirmed)

****@google.com (Confirmed)

Researcher

Google (google.com)

2023 – Present

Founder

KxY Technologies, Inc. (kxy.ai)

2016 – 2023

PhD student

University of Oxford (ox.ac.uk)

2013 – 2016

PhD Advisor

Stephen J Roberts

2013 – 2016

Gaussian Process Models

Present

Bayesian Nonparametrics

2013 – Present

Kernel Methods

2013 – Present

LeanML: A Design Pattern To Slash Avoidable Wastes in Machine Learning Projects
Yves-Laurent Kom Samo
- 06 Apr 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Generalized Spectral Kernels
Yves-Laurent Kom Samo, S Roberts
- 06 May 2021 (modified: 06 May 2021)
- OpenReview Archive Direct Upload
- Readers: Everyone
Inductive Mutual Information Estimation: A Convex Maximum-Entropy Copula Approach
Yves-Laurent Kom Samo
- 2021 (modified: 04 Nov 2022)
- CoRR 2021
- Readers: Everyone
Inductive Mutual Information Estimation: A Convex Maximum-Entropy Copula Approach
Yves-Laurent Kom Samo
- 2021 (modified: 04 Nov 2022)
- AISTATS 2021
- Readers: Everyone
Advances in kernel methods: towards general-purpose and scalable models
Yves-Laurent Kom Samo
- 2017 (modified: 04 Nov 2022)
- undefined 2017
- Readers: Everyone
String and Membrane Gaussian Processes
Yves-Laurent Kom Samo, Stephen J. Roberts
- 2016 (modified: 14 May 2025)
- J. Mach. Learn. Res. 2016
- Readers: Everyone
Stochastic Portfolio Theory: A Machine Learning Approach
Yves-Laurent Kom Samo, Alexander Vervuurt
- 2016 (modified: 06 May 2021)
- UAI 2016
- Readers: Everyone
Scalable Nonparametric Bayesian Inference on Point Processes with Gaussian Processes
Yves-Laurent Kom Samo, Stephen J. Roberts
- 2015 (modified: 11 Nov 2022)
- ICML 2015
- Readers: Everyone