Boyan Beronov

PhD student, University of British Columbia

Joined

October 2019

Names

Boyan Beronov (Preferred)

Emails

****@cs.ubc.ca (Confirmed)

Personal Links

Career & Education History

PhD student

University of British Columbia (cs.ubc.ca)

2018 – Present

MS student

Università della Svizzera Italiana (ics.usi.ch)

2015 – 2018

Undergrad student

Ludwig-Maximilians-Universität München (physik.uni-muenchen.de)

2010 – 2015

Advisors, Relations & Conflicts

PhD Advisor

2018 – 2022

Coauthor

Trevor Campbell

2019 – 2021

Expertise

No areas of expertise listed

Publications

Planning as Inference in Epidemiological Models
Frank Wood, Andrew Warrington, Saeid Naderiparizi, Christian Dietrich Weilbach, Vaden Masrani, William Harvey, Adam Scibior, Boyan Beronov, Ali Nasseri
- 10 May 2021 (modified: 12 May 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone
Sequential core-set Monte Carlo
Boyan Beronov, Christian Weilbach, Frank Wood, Trevor Campbell
- 2021 (modified: 13 Sept 2022)
- UAI 2021
- Readers: Everyone
Structured Conditional Continuous Normalizing Flows for Efficient Amortized Inference in Graphical Models
Christian Weilbach, Boyan Beronov, Frank Wood, William Harvey
- 2020 (modified: 13 Sept 2022)
- AISTATS 2020
- Readers: Everyone
Sparse Variational Inference: Bayesian Coresets from Scratch
Trevor Campbell, Boyan Beronov
- 2019 (modified: 13 Sept 2022)
- NeurIPS 2019
- Readers: Everyone

Co-Authors