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monotonic function

11 papers

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Co-occurring keywords · papers mentioning both

lattice regression (3) neural network (2) look-up table (2) single-index model (2) isotonic regression (2) ensemble learning (2) efficient algorithm (1) low rank (1) deep lattice network (1) softmax bottleneck (1)

Papers

Cardinality-Minimal Explanations for Monotonic Neural Networks IJCAI 2023 Monotonic Kronecker-Factored Lattice ICLR 2021 Monotonic Gaussian Process Flows AISTATS 2020 Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities ICML 2019 Sparse Linear Isotonic Models AISTATS 2018 Deep Lattice Networks and Partial Monotonic Functions NeurIPS 2017 Fast and Flexible Monotonic Functions with Ensembles of Lattices NeurIPS 2016 Monotonic Calibrated Interpolated Look-Up Tables JMLR 2016 Synergy of Monotonic Rules JMLR 2016 Matrix Completion Under Monotonic Single Index Models NeurIPS 2015 Efficient Learning of Generalized Linear and Single Index Models with Isotonic Regression NeurIPS 2011