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Boyan Beronov
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Unified functional network and nonlinear time series analysis for complex systems science: The pyunicorn package
JF Donges, J Heitzig, B Beronov, M Wiedermann, J Runge, QY Feng, ...
Chaos: An Interdisciplinary Journal of Nonlinear Science 25 (11), 113101, 2015
1012015
Sparse variational inference: Bayesian coresets from scratch
T Campbell, B Beronov
Advances in Neural Information Processing Systems 32, 11461-11472, 2019
412019
Structured Conditional Continuous Normalizing Flows for Efficient Amortized Inference in Graphical Models
C Weilbach, B Beronov, F Wood, W Harvey
Proceedings of the Twenty Third International Conference on Artificial …, 2020
212020
Planning as Inference in Epidemiological Dynamics Models
F Wood, A Warrington, S Naderiparizi, C Weilbach, V Masrani, W Harvey, ...
Frontiers in Artificial Intelligence 4, 2022
182022
Revisiting Hybridization Kinetics with Improved Elementary Step Simulation
J Lovrod, B Beronov, C Zhang, E Winfree, A Condon
29th International Conference on DNA Computing and Molecular Programming …, 2023
12023
ViDa: Visualizing DNA hybridization trajectories with biophysics-informed deep graph embeddings
C Zhang, J Lovrod, B Beronov, KD Duc, A Condon
arXiv preprint arXiv:2311.03411, 2023
2023
Sequential Core-Set Monte Carlo
B Beronov, C Weilbach, F Wood, T Campbell
Uncertainty in Artificial Intelligence, 2165-2175, 2021
2021
Exploring the safe and just operating space in an inhomogeneous world
W Barfuss, B Beronov, M Wiedermann, J Donges
EGU General Assembly Conference Abstracts, 5577, 2015
2015
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