Elisa Nguyen

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Evaluation Methods

Spiking Neural Networks

Anecdotal Evidence

Top Venues

ACM Comput. Surv.

Publications

Evgenii Kortukov, Alexander Rubinstein, Elisa Nguyen, Seong Joon Oh
Studying Large Language Model Behaviors Under Realistic Knowledge Conflicts. CoRR (2024)
Meike Nauta, Jan Trienes, Shreyasi Pathak, Elisa Nguyen, Michelle Peters, Yasmin Schmitt, Jörg Schlötterer, Maurice van Keulen, Christin Seifert
From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI. ACM Comput. Surv. 55 (13s) (2023)
Elisa Nguyen, Meike Nauta, Gwenn Englebienne, Christin Seifert
Feature Attribution Explanations for Spiking Neural Networks. CogMI (2023)
Elisa Nguyen, Meike Nauta, Gwenn Englebienne, Christin Seifert
Feature Attribution Explanations for Spiking Neural Networks. CoRR (2023)
Bálint Mucsányi, Michael Kirchhof, Elisa Nguyen, Alexander Rubinstein, Seong Joon Oh
Trustworthy Machine Learning. CoRR (2023)
Elisa Nguyen, Minjoon Seo, Seong Joon Oh
A Bayesian Perspective On Training Data Attribution. CoRR (2023)
Elisa Nguyen, Evgenii Kortukov, Jean Y. Song, Seong Joon Oh
Exploring Practitioner Perspectives On Training Data Attribution Explanations. CoRR (2023)
Elisa Nguyen, Minjoon Seo, Seong Joon Oh
A Bayesian Approach To Analysing Training Data Attribution In Deep Learning. NeurIPS (2023)
Meike Nauta, Jan Trienes, Shreyasi Pathak, Elisa Nguyen, Michelle Peters, Yasmin Schmitt, Jörg Schlötterer, Maurice van Keulen, Christin Seifert
From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI. CoRR (2022)
Dominique Geissler, Elisa Nguyen, Daphne Theodorakopoulos, Lorenzo Gatti
Pokérator - Unveil your inner Pokémon. ICCC (2020)
Elisa Nguyen, Daphne Theodorakopoulos, Shreyasi Pathak, Jeroen Geerdink, Onno Vijlbrief, Maurice van Keulen, Christin Seifert
A Hybrid Text Classification and Language Generation Model for Automated Summarization of Dutch Breast Cancer Radiology Reports. CogMI (2020)