15 citations · 49 across the 6 of their papers we have counts for
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cs.LG2019★ 12 cited
Learning Hawkes Processes from a Handful of Events
Farnood Salehi, William Trouleau, Matthias Grossglauser +1
Learning the causal-interaction network of multivariate Hawkes processes is a useful task in many applications. Maximum-likelihood estimation is the most common approach to solve t…
stat.ML2019★ 3 cited
Augmenting and Tuning Knowledge Graph Embeddings
Robert Bamler, Farnood Salehi, Stephan Mandt
Knowledge graph embeddings rank among the most successful methods for link prediction in knowledge graphs, i.e., the task of completing an incomplete collection of relational facts…