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Hayden R Johnson
PhD student, Computer Science, KU Leuven
Joined
May 2023
Names
Hayden R Johnson
(Preferred)
,
Hayden R. Johnson
,
Hayden Johnson
Emails
****@umn.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@student.kuleuven.be
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
PhD student
Computer Science,
KU Leuven
(kuleuven.be)
2025
–
Present
Researcher
Neuroscience,
University of Minnesota - Twin Cities
(umn.edu)
2023
–
2024
Intern
NWEA
(nwea.org)
2022
–
2023
Undergrad student
University of Minnesota - Twin Cities
(umn.edu)
2019
–
2023
Advisors, Relations & Conflicts
PhD Advisor
Pedro J. Goncalves
2024
–
Present
Coauthor
S. Thomas Christie
2022
–
Present
Coauthor
Anna Rafferty
2022
–
Present
Coauthor
Carson Cook
2022
–
Present
Coauthor
Paul Schrater
2021
–
Present
Social
Conrad Borchers
2020
–
Present
Expertise
generative models
,
variational autoencoders
,
variational Bayesian inference
2021
–
Present
Bayesian statistics
,
uncertainty quantification
,
conformal prediction
2021
–
Present
computational cognitive science
,
probabilistic machine learning
,
information theory
2020
–
Present
Publications
Multifidelity Simulation-based Inference for Computationally Expensive Simulators
Anastasia N. Krouglova
,
Hayden R Johnson
,
Basile Confavreux
,
Michael Deistler
,
Pedro J. Goncalves
ICLR 2026 Poster
Readers:
Everyone
Inferring response times of perceptual decisions with Poisson variational autoencoders
Hayden R Johnson
,
Anastasia N. Krouglova
,
Hadi Vafaii
,
Jacob L. Yates
,
Pedro J. Goncalves
DBM 2025 Findings Poster
Readers:
Everyone
Multifidelity Simulation-based Inference for Computationally Expensive Simulators
Anastasia N. Krouglova
,
Hayden R. Johnson
,
Basile Confavreux
,
Michael Deistler
,
Pedro J. Gonçalves
CoRR 2025
Readers:
Everyone
LENS: Predictive Diagnostics for Flexible and Efficient Assessments
S. Thomas Christie
,
Hayden Johnson
,
Carson Cook
,
Garron Gianopulos
,
Anna N. Rafferty
L@S 2023
Readers:
Everyone
Timing Matters: Inferring Educational Twitter Community Switching from Membership Characteristics
Conrad Borchers
,
Lennart Klein
,
Hayden Johnson
,
Christian Fischer
EDM 2023
Readers:
Everyone
Co-Authors
Anastasia N. Krouglova
Anna N. Rafferty
Basile Confavreux
Carson Cook
Christian Fischer
Conrad Borchers
Garron Gianopulos
Hadi Vafaii
Jacob L. Yates
Lennart Klein
Michael Deistler
Pedro J. Goncalves
Pedro J. Gonçalves
S. Thomas Christie