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