Boyan Beronov

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 9

Top Topics

Variational Inference

Top Venues

Publications

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)