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tropical geometry

8 papers

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Co-occurring keywords · papers mentioning both

relu neural network (3) decision boundary (2) relu activation (2) geometric complexity (1) mixed-integer optimization (1) pre-trained language model (1) markov equivalence (1) linear region (1) newton polytope (1) network expressivity (1)

Papers

What do Graph Neural Networks learn? Insights from Tropical Geometry NeurIPS 2024 Adapter Pruning using Tropical Characterization EMNLP 2023 Exact Count of Boundary Pieces of ReLU Classifiers: Towards the Proper Complexity Measure for Classification UAI 2023 Lower Bounds on the Depth of Integral ReLU Neural Networks via Lattice Polytopes ICLR 2023 Neural Network Approximation based on Hausdorff distance of Tropical Zonotopes ICLR 2022 Markov equivalence of max-linear Bayesian networks UAI 2021 Towards Lower Bounds on the Depth of ReLU Neural Networks NeurIPS 2021 Tropical Geometry of Deep Neural Networks ICML 2018