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Vincent D. Zaballa
Joined
October 2021
Names
Vincent D. Zaballa
(Preferred)
,
Vincent Zaballa
Emails
****@uci.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
PhD student
University of California, Irvine
(uci.edu)
2019
–
2025
MS student
Imperial College London
(ic.ac.uk)
2015
–
2016
Undergrad student
Texas A&M University - College Station
(tamu.edu)
2010
–
2014
Advisors, Relations & Conflicts
PhD Advisor
Elliot E. Hui
2019
–
2024
Expertise
Foundation models
2024
–
2025
Bayesian experimental design
2020
–
2024
Generative modeling
2020
–
2024
Computational biology
2019
–
2024
Publications
Reducing Uncertainty through Mutual Information in Structural and Systems Biology
Vincent Zaballa
,
Elliot E Hui
ML4LMS Poster
Readers:
Everyone
Approximation of Intractable Likelihood Functions in Systems Biology via Normalizing Flows
Vincent Zaballa
,
Elliot Hui
GenBio@NeurIPS2023 Poster
Readers:
Everyone
Stochastic Gradient Bayesian Optimal Experimental Designs for Simulation Based Inference
Vincent Zaballa
,
Elliot E Hui
Differentiable Almost Everything
Readers:
Everyone
An Optimal Likelihood Free Method for Biological Model Selection
Vincent Zaballa
,
Elliot E Hui
17 May 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Optimal Design of Experiments for Simulation-Based Inference of Mechanistic Acyclic Biological Networks
Vincent Zaballa
,
Elliot E Hui
17 May 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Stochastic Gradient Bayesian Optimal Experimental Designs for Simulation-based Inference
Vincent D. Zaballa
,
Elliot E. Hui
CoRR 2023
Readers:
Everyone
Co-Authors
Elliot E Hui
Elliot E. Hui