Search Results for author: Connor Davis

Found 2 papers, 2 papers with code

Flexible Triggering Kernels for Hawkes Process Modeling

1 code implementation3 Feb 2022 Yamac Alican Isik, Connor Davis, Paidamoyo Chapfuwa, Ricardo Henao

Recently proposed encoder-decoder structures for modeling Hawkes processes use transformer-inspired architectures, which encode the history of events via embeddings and self-attention mechanisms.

Variational Disentanglement for Rare Event Modeling

1 code implementation17 Sep 2020 Zidi Xiu, Chenyang Tao, Michael Gao, Connor Davis, Benjamin A. Goldstein, Ricardo Henao

Combining the increasing availability and abundance of healthcare data and the current advances in machine learning methods have created renewed opportunities to improve clinical decision support systems.

Disentanglement imbalanced classification +1

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