David Prelogović Email and Phone Number
Machine learning researcher focusing on Bayesian inference, optimal compression, generative imaging, and time-series analysis. With background in physics and statistics, my drive is in solving real-world challenges through causal modeling and statistical machine learning.
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Postdoctoral ResearcherSissaTrieste, Friuli-Venezia Giulia, It
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Postdoctoral ResearcherSissa Sep 2024 - PresentTrieste, Friuli-Venezia Giulia, Italy -
ResearcherScuola Normale Superiore Sep 2019 - Jul 2024Pisa, Tuscany, ItalyResearch in the Bayesian inference from the cosmic 21-cm signal- Optimal compression with the Fisher information distribution- Simulation-based inference with neural density estimators- Kernel Principal Component Analysis for error estimation- Recurrent neural networks for optimal encoding of the signal -
Teaching AssistantScuola Normale Superiore Feb 2023 - Nov 2023Pisa, Tuscany, ItalyPh.D. course in Astrostatistics - Bayesian inference, Simulation-based inference
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Research InternshipInstitut D'Astrophysique De Paris May 2023 - Jul 2023Paris, Île-De-France, FranceResearch on the topics of cosmological inference and optimal compression- Conditional score-based diffusion in 3D- Information maximizing neural networks -
ResearcherRuđer Bošković Institute Feb 2019 - Jul 2019Zagreb, CroatiaStatistical detection of the structures in the magnetic field of the Milky Way with the computer vision algorithm – the rolling Hough transform -
Teaching AssistantUniversity Of Zagreb, Faculty Of Science Oct 2015 - Jul 2019Zagreb, Croatia- Classical Electrodynamics- General Physics I, II, III, IV- Computing Laboratory -
ResearcherUniversity Of Zagreb, Faculty Of Science Jul 2018 - Feb 2019Zagreb, CroatiaGauge Invariance and Modulation Instability in Nonlinear Photonics - Exploring observables of a non-linear Schrödinger equation with a synthetic magnetic field
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Research InternshipDesy Jul 2017 - Sep 2017Hamburg, GermanyDeutsches Elektronen-Synchrotron - Building a containerized batch monitoring system for HPC using Docker/Singularity -
Research InternshipRuđer Bošković Institute Aug 2016 - Sep 2016Zagreb, CroatiaInternship in Laboratory for astroparticle physics and astrophysics
David Prelogović Education Details
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Gpa 30/30
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Gpa 4.96/5
Frequently Asked Questions about David Prelogović
What company does David Prelogović work for?
David Prelogović works for Sissa
What is David Prelogović's role at the current company?
David Prelogović's current role is Postdoctoral Researcher.
What schools did David Prelogović attend?
David Prelogović attended Scuola Normale Superiore, University Of Zagreb/sveuciliste U Zagrebu.
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