An-phi Nguyen

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 8

Top Topics

Risk Assessment

Supervised Learning Algorithms

Top Venues

Publications

An-phi Nguyen, Stefania Vasilaki, María Rodríguez Martínez
FLAN: feature-wise latent additive neural models for biological applications. Briefings Bioinform. 24 (3) (2023)
An-phi Nguyen, María Rodríguez Martínez
It's FLAN time! Summing feature-wise latent representations for interpretability. CoRR (2021)
An-phi Nguyen, María Rodríguez Martínez
On quantitative aspects of model interpretability. CoRR (2020)
An-phi Nguyen, María Rodríguez Martínez
Learning Invariances for Interpretability using Supervised VAE. CoRR (2020)
Guillaume Jaume, An-phi Nguyen, María Rodríguez Martínez, Jean-Philippe Thiran, Maria Gabrani
edGNN: a Simple and Powerful GNN for Directed Labeled Graphs. CoRR (2019)
An-phi Nguyen, María Rodríguez Martínez
MonoNet: Towards Interpretable Models by Learning Monotonic Features. CoRR (2019)
Ivan Girardi, Pengfei Ji, An-phi Nguyen, Nora Hollenstein, Adam Ivankay, Lorenz Kuhn, Chiara Marchiori, Ce Zhang
Patient Risk Assessment and Warning Symptom Detection Using Deep Attention-Based Neural Networks. CoRR (2018)
Ivan Girardi, Pengfei Ji, An-phi Nguyen, Nora Hollenstein, Adam Ivankay, Lorenz Kuhn, Chiara Marchiori, Ce Zhang
Patient Risk Assessment and Warning Symptom Detection Using Deep Attention-Based Neural Networks. Louhi@EMNLP (2018)