2 citations · 2 across the 2 of their papers we have counts for
3 papers
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…
stat.AP2018
Hawkes Process Kernel Structure Parametric Search with Renormalization Factors
Rafael Lima, Jaesik Choi
Hawkes Processes are a type of point process for modeling self-excitation, i.e., when the occurrence of an event makes future events more likely to occur. The corresponding self-tr…