Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off

Item #:

068431-1555

Details

DOI: https://doi.org/10.52202/068431-1555
Author(s): Pietro Barbiero, Gabriele Ciravegna, Michelangelo Diligenti, Mateo Espinosa Zarlenga, Francesco Giannini, Mateja Jamnik, Pietro Lió, Giuseppe Marra, Stefano Melacci, Frederic Precioso, Zohreh Shams, Adrian Weller
Pages: 21400-21413 (14 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/068431-1555
Author(s): Pietro Barbiero, Gabriele Ciravegna, Michelangelo Diligenti, Mateo Espinosa Zarlenga, Francesco Giannini, Mateja Jamnik, Pietro Lió, Giuseppe Marra, Stefano Melacci, Frederic Precioso, Zohreh Shams, Adrian Weller
Pages: 21400-21413 (14 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 35
Date/Location: Held 28 November - 9 December 2022, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 35
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)