conftrace_

tropical geometry

6 papers

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Co-occurring keywords

relu neural network (35) decision boundary (161) geometric complexity (3) mixed-integer optimization (12) feedforward network (39) markov equivalence (33) pretrained language model (1030) linear region (14) network expressivity (5) graph neural network (3962)

Papers

What do Graph Neural Networks learn? Insights from Tropical Geometry NIPS 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
Towards Lower Bounds on the Depth of ReLU Neural Networks NIPS 2021
Markov equivalence of max-linear Bayesian networks UAI 2021
Tropical Geometry of Deep Neural Networks ICML 2018