Biagio La Rosa (Preferred)
Biagio La Rosa
Postdoc, Department of Computer Science and Engineering, University of California, Santa Cruz
- Joined May 2021
Names
Emails
****@diag.uniroma1.it (Confirmed)
, ****@ucsc.edu (Confirmed)
Personal Links
Career & Education History
Postdoc
Department of Computer Science and Engineering, University of California, Santa Cruz (ucsc.edu)
2024 – Present
PhD student
Department of Computer Engineering, Sapienza University of Rome (uniroma1.it)
2020 – 2024
PhD student
Department of Computer Science and Engineering, University of California, Santa Cruz (ucsc.edu)
2022 – 2023
MS student
Department of Computer Engineering, University of Roma "La Sapienza" (uniroma1.it)
2016 – 2020
Undergrad student
Department of Computer Science, University of Roma "La Sapienza" (uniroma1.it)
2010 – 2016
Advisors, Relations & Conflicts
Expertise
self-explainable deep neural networks, self-interpretable deep neural networks, prototype-based neural networks, interpretable graph neural networks
2022 – Present
visual analytics, explaining deep learning
2022 – Present
neurons, neural explanations, network dissection, compositional explanations, clustered compositional explanations, neuron interpretation, explainining neurons, explaining layers, probing neurons
2021 – Present
Interpretability, Explainability, Explainable Deep Learning, Explainable Artificial Intelligence, Interpretable Machine Learning
2019 – Present
deep neural networks, memory augmented neural networks, explaining attention
2019 – Present
concept whitening, graph concept whitening
2022 – 2023