Andrea Pugnana

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 11

Top Topics

Binary And Multi Class

Causal Inference

Misclassification Rate

Top Venues

Publications

Salvatore Lusito, Andrea Pugnana, Riccardo Guidotti
Solving imbalanced learning with outlier detection and features reduction. Mach. Learn. 113 (8) (2024)
Andrea Pugnana, Lorenzo Perini, Jesse Davis, Salvatore Ruggieri
Deep Neural Network Benchmarks for Selective Classification. CoRR (2024)
Filippo Palomba, Andrea Pugnana, José M. Álvarez, Salvatore Ruggieri
A Causal Framework for Evaluating Deferring Systems. CoRR (2024)
Giuseppe Cianci, Roberto Goglia, Riccardo Guidotti, Matteo Kapllaj, Roberto Mosca, Andrea Pugnana, Franco Ricotti, Salvatore Ruggieri
Applied Data Science for Leasing Score Prediction. BigData (2023)
Salvatore Ruggieri, José M. Álvarez, Andrea Pugnana, Laura State, Franco Turini
Can We Trust Fair-AI? AAAI (2023)
Andrea Pugnana, Salvatore Ruggieri
AUC-based Selective Classification. AISTATS (2023)
Andrea Pugnana, Salvatore Ruggieri
A Model-Agnostic Heuristics for Selective Classification. AAAI (2023)
Andrea Pugnana, Carlos Mougan, Dan Saattrup Nielsen
Model Agnostic Explainable Selective Regression via Uncertainty Estimation. CoRR (2023)
Andrea Pugnana
Topics in Selective Classification. AAAI (2023)
Andrea Pugnana, Salvatore Ruggieri
AUC-based Selective Classification. CoRR (2022)
Ana Rita Nogueira, Andrea Pugnana, Salvatore Ruggieri, Dino Pedreschi, João Gama
Methods and tools for causal discovery and causal inference. WIREs Data Mining Knowl. Discov. 12 (2) (2022)