3 citations · 6 across the 5 of their papers we have counts for
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cs.LG2021
Fine-Grained -Margin Closed-Form Stabilization of Parametric Hawkes Processes
Rafael Lima
Hawkes Processes have undergone increasing popularity as default tools for modeling self- and mutually exciting interactions of discrete events in continuous-time event streams. A…
physics.data-an2021★ 2 cited
Sequence-based Machine Learning Models in Jet Physics
Rafael Teixeira de Lima
Sequence-based modeling broadly refers to algorithms that act on data that is represented as an ordered set of input elements. In particular, Machine Learning algorithms with seque…
cs.LG2021
Hawkes Processes Modeling, Inference and Control: An Overview
Rafael Lima
Hawkes Processes are a type of point process which models self-excitement among time events. It has been used in a myriad of applications, ranging from finance and earthquakes to c…