Dr Paz Fink Shustin
Status
Research Fellow
Research groups
Address
Mathematical Institute
University of Oxford
Andrew Wiles Building
Radcliffe Observatory Quarter
Woodstock Road
Oxford
OX2 6GG
University of Oxford
Andrew Wiles Building
Radcliffe Observatory Quarter
Woodstock Road
Oxford
OX2 6GG
Recent publications
<tt>PCE-Net</tt>
: High-Dimensional Surrogate Modeling for Learning Uncertainty
Shustin, P Ubaru, S Zimoń, M Lu, S Kalantzis, V Horesh, L Avron, H SIAM/ASA Journal on Uncertainty Quantification volume 14 issue 1 168-196 (31 Mar 2026) : High-Dimensional Surrogate Modeling for Learning Uncertainty
Nonlinear Dimensionality Reduction Techniques for Bayesian Optimization
Long, L Cartis, C Shustin, P (17 Oct 2025) Dimensionality Reduction Techniques for Global Bayesian Optimisation
Long, L Cartis, C Shustin, P (12 Dec 2024) Semi-Infinite Linear Regression and Its Applications
Shustin, P Avron, H SIAM Journal on Matrix Analysis and Applications volume 43 issue 1 479-511 (15 Mar 2022) PCENet: High Dimensional Surrogate Modeling for Learning Uncertainty
Shustin, P Ubaru, S Kalantzis, V Horesh, L Avron, H (10 Feb 2022) http://arxiv.org/abs/2202.05063v2 Teaching
- C6.5 Theories of Deep Learning - Tutor (MT 23)
- B6.2 Optimisation for Data Science - Tutor (HT 2024)
- C6.2 Continuous Optimisation - Tutor (HT 2024)
Research interests
Machine Learning, Numerical Linear Algebra.