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Boyan Beronov
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 9
Top Topics
Variational Inference
Top Venues
CoRR
AISTATS
MLCB
DNA
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Publications
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Jordan Lovrod
,
Boyan Beronov
,
Chenwei Zhang
,
Erik Winfree
,
Anne Condon
Revisiting Hybridization Kinetics with Improved Elementary Step Simulation.
DNA
(2023)
Chenwei Zhang
,
Jordan Lovrod
,
Boyan Beronov
,
Khanh Dao Duc
,
Anne Condon
ViDa: Visualizing DNA hybridization trajectories with biophysics-informed deep graph embeddings.
CoRR
(2023)
Chenwei Zhang
,
Jordan Lovrod
,
Boyan Beronov
,
Khanh Dao Duc
,
Anne Condon
ViDa: Visualizing DNA hybridization trajectories with biophysics-informed deep graph embeddings.
MLCB
(2023)
Boyan Beronov
,
Christian Weilbach
,
Frank Wood
,
Trevor Campbell
Sequential core-set Monte Carlo.
UAI
(2021)
Frank Wood
,
Andrew Warrington
,
Saeid Naderiparizi
,
Christian Weilbach
,
Vaden Masrani
,
William Harvey
,
Adam Scibior
,
Boyan Beronov
,
John Grefenstette
,
Duncan Campbell
,
Seyed Ali Nasseri
Planning as Inference in Epidemiological Dynamics Models.
Frontiers Artif. Intell.
4 (2021)
Christian Weilbach
,
Boyan Beronov
,
Frank Wood
,
William Harvey
Structured Conditional Continuous Normalizing Flows for Efficient Amortized Inference in Graphical Models.
AISTATS
(2020)
Frank Wood
,
Andrew Warrington
,
Saeid Naderiparizi
,
Christian Weilbach
,
Vaden Masrani
,
William Harvey
,
Adam Scibior
,
Boyan Beronov
,
Ali Nasseri
Planning as Inference in Epidemiological Models.
CoRR
(2020)
Trevor Campbell
,
Boyan Beronov
Sparse Variational Inference: Bayesian Coresets from Scratch.
CoRR
(2019)
Trevor Campbell
,
Boyan Beronov
Sparse Variational Inference: Bayesian Coresets from Scratch.
NeurIPS
(2019)