Luca Franceschi

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

Latent Variable Models

Multinomial Logistic Regression

Gradient Estimation

Top Venues

Publications

Luca Franceschi, Michele Donini, Cédric Archambeau, Matthias W. Seeger
Explaining Probabilistic Models with Distributional Values. CoRR (2024)
Pola Schwöbel, Luca Franceschi, Muhammad Bilal Zafar, Keerthan Vasist, Aman Malhotra, Tomer Shenhar, Pinal Tailor, Pinar Yilmaz, Michael Diamond, Michele Donini
Evaluating Large Language Models with fmeval. CoRR (2024)
Valentina Zantedeschi, Luca Franceschi, Jean Kaddour, Matt J. Kusner, Vlad Niculae
DAG Learning on the Permutahedron. ICLR (2023)
Pasquale Minervini, Luca Franceschi, Mathias Niepert
Adaptive Perturbation-Based Gradient Estimation for Discrete Latent Variable Models. AAAI (2023)
Valentina Zantedeschi, Luca Franceschi, Jean Kaddour, Matt J. Kusner, Vlad Niculae
DAG Learning on the Permutahedron. CoRR (2023)
Luca Franceschi, Cemre Zor, Muhammad Bilal Zafar, Gianluca Detommaso, Cédric Archambeau, Tamas Madl, Michele Donini, Matthias W. Seeger
Explaining Multiclass Classifiers with Categorical Values: A Case Study in Radiography. TML4H (2023)
Mia C. Mayer, Muhammad Bilal Zafar, Luca Franceschi, Huzefa Rangwala
Hands-on Tutorial: "Explanations in AI: Methods, Stakeholders and Pitfalls". KDD (2023)
Yihong Chen, Pushkar Mishra, Luca Franceschi, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel
ReFactor GNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective. NeurIPS (2022)
Andrew J. Wren, Pasquale Minervini, Luca Franceschi, Valentina Zantedeschi
Learning Discrete Directed Acyclic Graphs via Backpropagation. CoRR (2022)
Pasquale Minervini, Luca Franceschi, Mathias Niepert
Adaptive Perturbation-Based Gradient Estimation for Discrete Latent Variable Models. CoRR (2022)
Yihong Chen, Pushkar Mishra, Luca Franceschi, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel
ReFactorGNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective. CoRR (2022)
Mathias Niepert, Pasquale Minervini, Luca Franceschi
Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions. NeurIPS (2021)