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Group Testing under Superspreading Dynamics

Jun 30, 2021
Stratis Tsirtsis, Abir De, Lars Lorch, Manuel Gomez-Rodriguez

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DiBS: Differentiable Bayesian Structure Learning

May 25, 2021
Lars Lorch, Jonas Rothfuss, Bernhard Schölkopf, Andreas Krause

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Incorporating Interpretable Output Constraints in Bayesian Neural Networks

Oct 21, 2020
Wanqian Yang, Lars Lorch, Moritz A. Graule, Himabindu Lakkaraju, Finale Doshi-Velez

* 34th Conference on Neural Information Processing Systems (NeurIPS 2020), Vancouver, Canada. Code available at: 

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

Apr 24, 2020
Lars Lorch, William Trouleau, Stratis Tsirtsis, Aron Szanto, Bernhard Schölkopf, Manuel Gomez-Rodriguez

* Refined model; includes effective reproduction number; includes narrowcasting; more citations; minor changes/fixes 

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Output-Constrained Bayesian Neural Networks

May 15, 2019
Wanqian Yang, Lars Lorch, Moritz A. Graule, Srivatsan Srinivasan, Anirudh Suresh, Jiayu Yao, Melanie F. Pradier, Finale Doshi-Velez

* Presented at the ICML 2019 Workshop on Uncertainty and Robustness in Deep Learning and Workshop on Understanding and Improving Generalization in Deep Learning. Long Beach, CA, 2019 

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Stochastic Optimal Control of Epidemic Processes in Networks

Oct 30, 2018
Lars Lorch, Abir De, Samir Bhatt, William Trouleau, Utkarsh Upadhyay, Manuel Gomez-Rodriguez

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