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A Variational Inference Approach to Learning Multivariate Wold Processes
Background: Preventive chemotherapy (PC), the large-scale administration of anthelminthics, is recommended by the World Health …
Jalal Etesami, William Trouleau, Matthias Grossglauser, Negar Kiyavash, Patrick Thiran
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Learning Hawkes Processes from a Handful of Events
Learning the causal-interaction network of multivariate Hawkes processes is a useful task in many applications. Maximum-likelihood …
Farnood Salehi, William Trouleau, Matthias Grossglauser, Patrick Thiran
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Learning Hawkes Processes Under Synchronization Noise
Multivariate Hawkes processes (MHP) are widely used in a variety of fields to model the occurrence of discrete events. Prior work on …
William Trouleau, Jalal Etesami, Matthias Grossglauser, Negar Kiyavash, Patrick Thiran
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Stochastic Optimal Control of Epidemic Processes in Networks
Most of the early work on epidemic processes focused primarily on developing models for general population dynamics rather than the …
Lars Lorch, Abir De, Samir Bhatt, William Trouleau, Utkarsh Upadhyay, Manuel Gomez-Rodriguez
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Preventive chemotherapy to control soil-transmitted helminthiasis averted more than 500 000 DALYs in 2015
Temporal point-processes are often used for mathematical modeling of sequences of discrete events with asynchronous timestamps. We …
Antonio Montresor, William Trouleau, et al
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Just one more: Modeling binge watching behavior
Easy accessibility can often lead to over-consumption, as seen in food and alcohol habits. On video on-demand (VOD) services, this has …
William Trouleau, Azin Ashkan, Weicong Ding, Brian Eriksson
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