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tag : StairwAI
tag : StairwAI
12 publications
Towards a Unified Model for Symbolic Knowledge Extraction with Hypercube-Based Methods
(Intelligenza Artificiale, 2023) —
Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Symbolic knowledge extraction from opaque ML predictors in PSyKE: Platform design & experiments
(Intelligenza Artificiale, 2022) —
Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Evaluation Metrics for Symbolic Knowledge Extracted from Machine Learning Black Boxes: A Discussion Paper
(2022) —
Federico Sabbatini, Roberta Calegari
Hypercube-Based Methods for Symbolic Knowledge Extraction: Towards a Unified Model
(WOA 2022) —
Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
Symbolic Knowledge Extraction from Opaque Machine Learning Predictors: GridREx & PEDRO
(KR 2022) —
Federico Sabbatini, Roberta Calegari
Clustering-Based Approaches for Symbolic Knowledge Extraction
(2022) —
Federico Sabbatini, Roberta Calegari
Logic Programming library for Machine Learning: API design and prototype
(CILC 2022) —
Giovanni Ciatto, Matteo Castigliò, Roberta Calegari
GridEx: An Algorithm for Knowledge Extraction from Black-Box Regressors
(EXTRAAMAS 2021@AAMAS 2021) —
Federico Sabbatini, Giovanni Ciatto, Andrea Omicini
A Mechanism for Reasoning over Defeasible Preferences in Arg2P
(CILC 2021) —
Giuseppe Pisano, Roberta Calegari, Andrea Omicini, Giovanni Sartor
Graph Neural Networks as the Copula Mundi between Logic and Machine Learning: A Roadmap
(WOA 2021) —
Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
Shallow2Deep: Restraining Neural Networks Opacity through Neural Architecture Search
(EXTRAAMAS 2021@AAMAS 2021) —
Andrea Agiollo, Giovanni Ciatto, Andrea Omicini
On the Design of PSyKE: A Platform for Symbolic Knowledge Extraction
(WOA 2021) —
Federico Sabbatini, Giovanni Ciatto, Roberta Calegari, Andrea Omicini
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