Alexei Figueroa

According to our database, Alexei Figueroa authored at least 4 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Comply: Learning Sentences with Complex Weights inspired by Fruit Fly Olfaction.

Alexei Figueroa, Justus Westerhoff, Golzar Atefi, Dennis Fast, Benjamin Winter, Felix Alexander Gers, Alexander Löser, Wolfgang Nejdl

CoRR, February, 2025

2024

Generalist embedding models are better at short-context clinical semantic search than specialized embedding models.

Jean-Baptiste Excoffier, Tom Roehr, Alexei Figueroa, Jens-Michalis Papaioannou, Keno K. Bressem, Matthieu Ortala

CoRR, 2024

Boosting Long-Tail Data Classification with Sparse Prototypical Networks.

Alexei Figueroa, Jens-Michalis Papaioannou, Conor Fallon, Alexandra Bekiaridou, Keno K. Bressem, Stavros Zanos, Felix Gers, Wolfgang Nejdl, Alexander Löser

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Revisiting Clinical Outcome Prediction for MIMIC-IV.

Tom Roehr, Alexei Figueroa, Jens-Michalis Papaioannou, Conor Fallon, Keno K. Bressem, Wolfgang Nejdl, Alexander Löser

Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024