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monotonic neural network

9 papers

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monotonicity constraint (3) neural network (2) inductive bia (2) abductive explanation (1) counterexample-guided training (1) censored data (1) monotonic function (1) monotonic constraint (1) explanation method (1) invertible transformation (1)

Papers

Advancing Constrained Monotonic Neural Networks: Achieving Universal Approximation Beyond Bounded Activations ICML 2025 Scalable Monotonic Neural Networks ICLR 2024 Cardinality-Minimal Explanations for Monotonic Neural Networks IJCAI 2023 Constrained Monotonic Neural Networks ICML 2023 Expressive Monotonic Neural Networks ICLR 2023 Survival regression with proper scoring rules and monotonic neural networks AISTATS 2022 Certified Monotonic Neural Networks NeurIPS 2020 Counterexample-Guided Learning of Monotonic Neural Networks NeurIPS 2020 Unconstrained Monotonic Neural Networks NeurIPS 2019