Lars Lorch
Lars Lorch
PhD Student, ETH Zürich
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Quantifying the Effects of Contact Tracing, Testing, and Containment Measures in the Presence of Infection Hotspots
L Lorch, H Kremer, W Trouleau, S Tsirtsis, A Szanto, B Schölkopf, ...
ACM Transactions on Spatial Algorithms and Systems 8 (4), 1-28, 2022
DiBS: Differentiable Bayesian Structure Learning
L Lorch, J Rothfuss, B Schölkopf, A Krause
Advances in Neural Information Processing Systems 34 (NeurIPS 2021), 2021
Amortized Inference for Causal Structure Learning
L Lorch, S Sussex, J Rothfuss, A Krause*, B Schölkopf*
Advances in Neural Information Processing Systems 35 (NeurIPS 2022), 2022
Output-Constrained Bayesian Neural Networks
W Yang*, L Lorch*, MA Graule*, S Srinivasan, A Suresh, J Yao, ...
ICML 2019 Workshops on Uncertainty and Robustness in Deep Learning and on …, 2019
Incorporating Interpretable Output Constraints in Bayesian Neural Networks
W Yang, L Lorch, MA Graule, H Lakkaraju, F Doshi-Velez
Advances in Neural Information Processing Systems 33 (NeurIPS 2020), 2020
Stochastic Optimal Control of Epidemic Processes in Networks
L Lorch, A De, S Bhatt, W Trouleau, U Upadhyay, M Gomez-Rodriguez
NeurIPS 2018 Workshop on Machine Learning for Health, 2018
Active Bayesian Causal Inference
C Toth, L Lorch, C Knoll, A Krause, F Pernkopf, R Peharz, J von Kügelgen
Advances in Neural Information Processing Systems 35 (NeurIPS 2022), 2022
Listening to Bluetooth beacons for epidemic risk mitigation
G Barthe, R De Viti, P Druschel, D Garg, MG Rodriguez, P Ingo, H Kremer, ...
Scientific reports 12 (1), 1-14, 2022
BaCaDI: Bayesian Causal Discovery with Unknown Interventions
A Hägele, J Rothfuss, L Lorch, VR Somnath, B Schölkopf, A Krause
26th International Conference on Artificial Intelligence and Statistics …, 2023
Pooled testing of traced contacts under superspreading dynamics
S Tsirtsis, A De, L Lorch, M Gomez-Rodriguez
PLOS Computational Biology 18 (3), e1010008, 2022
Causal Modeling with Stationary Diffusions
L Lorch, A Krause, B Schölkopf
arXiv preprint arXiv:2310.17405, 2023
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