Yves-Laurent Kom Samo

According to our database, Yves-Laurent Kom Samo authored at least 7 papers between 2015 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

100x Cost & Latency Reduction: Performance Analysis of AI Query Approximation using Lightweight Proxy Models.

Yeounoh Chung, Rushabh Desai, Jian He, Yu Xiao, Thibaud Hottelier, Yves-Laurent Kom Samo, Pushkar Khadilkar, Xianshun Chen, Sam Idicula, Fatma Özcan, Alon Y. Halevy, Yannis Papakonstantinou

CoRR, March, 2026

2021

LeanML: A Design Pattern To Slash Avoidable Wastes in Machine Learning Projects.

Yves-Laurent Kom Samo

CoRR, 2021

Inductive Mutual Information Estimation: A Convex Maximum-Entropy Copula Approach.

Yves-Laurent Kom Samo

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2017

Advances in kernel methods: towards general-purpose and scalable models.

Yves-Laurent Kom Samo

PhD thesis, 2017

2016

String and Membrane Gaussian Processes.

Yves-Laurent Kom Samo, Stephen J. Roberts

J. Mach. Learn. Res., 2016

Stochastic Portfolio Theory: A Machine Learning Approach.

Yves-Laurent Kom Samo, Alexander Vervuurt

Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016

2015

Scalable Nonparametric Bayesian Inference on Point Processes with Gaussian Processes.

Yves-Laurent Kom Samo, Stephen J. Roberts

Proceedings of the 32nd International Conference on Machine Learning, 2015