Boyan Beronov

According to our database, Boyan Beronov authored at least 7 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2023

ViDa: Visualizing DNA hybridization trajectories with biophysics-informed deep graph embeddings.

Chenwei Zhang, Jordan Lovrod, Boyan Beronov, Khanh Dao Duc, Anne Condon

CoRR, 2023

Revisiting Hybridization Kinetics with Improved Elementary Step Simulation.

Jordan Lovrod, Boyan Beronov, Chenwei Zhang, Erik Winfree, Anne Condon

Proceedings of the 29th International Conference on DNA Computing and Molecular Programming, 2023

2021

Planning as Inference in Epidemiological Dynamics Models.

Frank Wood, Andrew Warrington, Saeid Naderiparizi, Christian Weilbach, Vaden Masrani, William Harvey, Adam Scibior, Boyan Beronov, John Grefenstette, Duncan Campbell, Seyed Ali Nasseri

Frontiers Artif. Intell., 2021

Sequential core-set Monte Carlo.

Boyan Beronov, Christian Weilbach, Frank Wood, Trevor Campbell

Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021

2020

Planning as Inference in Epidemiological Models.

Frank Wood, Andrew Warrington, Saeid Naderiparizi, Christian Weilbach, Vaden Masrani, William Harvey, Adam Scibior, Boyan Beronov, Seyed Ali Nasseri

CoRR, 2020

Structured Conditional Continuous Normalizing Flows for Efficient Amortized Inference in Graphical Models.

Christian Weilbach, Boyan Beronov, Frank Wood, William Harvey

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

Sparse Variational Inference: Bayesian Coresets from Scratch.

Trevor Campbell, Boyan Beronov

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019