Search Results for author: Nacime Bouziani

Found 2 papers, 1 papers with code

Physics-driven machine learning models coupling PyTorch and Firedrake

1 code implementation13 Mar 2023 Nacime Bouziani, David A. Ham

Partial differential equations (PDEs) are central to describing and modelling complex physical systems that arise in many disciplines across science and engineering.

Inductive Bias

Optimal Order Simple Regret for Gaussian Process Bandits

no code implementations NeurIPS 2021 Sattar Vakili, Nacime Bouziani, Sepehr Jalali, Alberto Bernacchia, Da-Shan Shiu

Consider the sequential optimization of a continuous, possibly non-convex, and expensive to evaluate objective function $f$.

Art Analysis

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