Alexis Boukouvalas

Joined

July 2019

Names

Alexis Boukouvalas

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Google DeepMind (google.com)

2022 – 2023

Researcher

Amazon (amazon.com)

2020 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

Bayesian statistics

Present

Gaussian Process

Present

Publications

The minecraft kernel: Modelling correlated Gaussian Processes in the fourier domain
Elvijs Sarkans, Fergus Simpson, Alexis Boukouvalas, Nicolas Durrande
- AISTATS
- Readers: Everyone
Explainable Attribution using Additive Gaussian Processes
Xiaoyu Lu, Alexis Boukouvalas, James Hensman
- AABI 2024
- Readers: Everyone
Additive Gaussian Processes Revisited
Xiaoyu Lu, Alexis Boukouvalas, James Hensman
- 31 Jan 2024
- OpenReview Archive Direct Upload
- Readers: Everyone
Modelling sequential branching dynamics with a multivariate branching Gaussian process
Elvijs Sarkans, Sumon Ahmed, Magnus Rattray, Alexis Boukouvalas
- Accepted by TMLR
- Readers: Everyone
Adaptive Sensor Placement for Continuous Spaces
James A. Grant, Alexis Boukouvalas, Ryan-Rhys Griffiths, David S. Leslie, Sattar Vakili, Enrique Munoz de Cote
- 2019 (modified: 11 Nov 2022)
- ICML 2019
- Readers: Everyone
Gaussian Process Quantile Regression using Expectation Propagation
Alexis Boukouvalas, Remi Louis Barillec, Dan Cornford
- 2012 (modified: 16 Jul 2019)
- ICML 2012
- Readers: Everyone

Co-Authors