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Lars Lorch
Lars Lorch
PhD Student, ETH Zürich
Verified email at inf.ethz.ch
Title
Cited by
Cited by
Year
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
82*2022
DiBS: Differentiable Bayesian Structure Learning
L Lorch, J Rothfuss, B Schölkopf, A Krause
Advances in Neural Information Processing Systems 34 (NeurIPS 2021), 2021
562021
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
252022
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
222019
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
162020
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
142018
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
132022
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
82022
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
62023
Pooled testing of traced contacts under superspreading dynamics
S Tsirtsis, A De, L Lorch, M Gomez-Rodriguez
PLOS Computational Biology 18 (3), e1010008, 2022
12022
Causal Modeling with Stationary Diffusions
L Lorch, A Krause, B Schölkopf
arXiv preprint arXiv:2310.17405, 2023
2023
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Articles 1–11