Lars Lorch

Orcid: 0000-0001-7465-5892

According to our database1, Lars Lorch authored at least 13 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Standardizing Structural Causal Models.
CoRR, 2024

Causal Modeling with Stationary Diffusions.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023
BaCaDI: Bayesian Causal Discovery with Unknown Interventions.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022
Quantifying the Effects of Contact Tracing, Testing, and Containment Measures in the Presence of Infection Hotspots.
ACM Trans. Spatial Algorithms Syst., 2022

Pooled testing of traced contacts under superspreading dynamics.
PLoS Comput. Biol., 2022

Active Bayesian Causal Inference.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Amortized Inference for Causal Structure Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
Group Testing under Superspreading Dynamics.
CoRR, 2021

DiBS: Differentiable Bayesian Structure Learning.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020
A Spatiotemporal Epidemic Model to Quantify the Effects of Contact Tracing, Testing, and Containment.
CoRR, 2020

Incorporating Interpretable Output Constraints in Bayesian Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019
Output-Constrained Bayesian Neural Networks.
CoRR, 2019

2018
Stochastic Optimal Control of Epidemic Processes in Networks.
CoRR, 2018


  Loading...