by Alberto Sinigaglia Papers

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Advancing Constrained Monotonic Neural Networks: Achieving Universal Approximation Beyond Bounded Activations

Davide Sartor, Alberto Sinigaglia, Gian Antonio Susto

ICML 2025poster

Simple and Effective Specialized Representations for Fair Classifiers

Alberto Sinigaglia, Davide Sartor, Marina Ceccon et al.

NeurIPS 2025poster