conftrace_

piecewise linear

33 papers

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Also known as

PL

Co-occurring keywords

neural network (6616) relu activation (93) piecewise linear function (13) deep neural network (1803) relu network (143) linear region (14) linear programming (227) support vector machine (978) dynamical system (398) recurrent neural network (1790)

Papers

Are Logistic Models Really Interpretable? IJCAI 2024
PPLNs: Parametric Piecewise Linear Networks for Event-Based Temporal Modeling and Beyond NIPS 2024
Almost-Linear RNNs Yield Highly Interpretable Symbolic Codes in Dynamical Systems Reconstruction NIPS 2024
Piecewise Linear Transformation – Propagating Aleatoric Uncertainty in Neural Networks AAAI 2024
SplineCam: Exact Visualization and Characterization of Deep Network Geometry and Decision Boundaries CVPR 2023
Deep Contract Design via Discontinuous Networks NIPS 2023
Exact Verification of ReLU Neural Control Barrier Functions NIPS 2023
Generalized Teacher Forcing for Learning Chaotic Dynamics ICML 2023
Understanding the Evolution of Linear Regions in Deep Reinforcement Learning NIPS 2022
On Embeddings for Numerical Features in Tabular Deep Learning NIPS 2022
Towards Theoretical Analysis of Transformation Complexity of ReLU DNNs ICML 2022
Adaptively Partitioning Max-Affine Estimators for Convex Regression AISTATS 2022
Mean-field Analysis of Piecewise Linear Solutions for Wide ReLU Networks JMLR 2022
A proof of convergence for the gradient descent optimization method with random initializations in the training of neural networks with ReLU activation for piecewise linear target functions JMLR 2022
GraN-GAN: Piecewise Gradient Normalization for Generative Adversarial Networks WACV 2022
Symbolic Dynamic Programming for Continuous State MDPs with Linear Program Transitions IJCAI 2021
Branch and Bound for Piecewise Linear Neural Network Verification JMLR 2020
Empirical Bounds on Linear Regions of Deep Rectifier Networks AAAI 2020
Supervised and Nonlinear Alignment of Two Embedding Spaces for Dictionary Induction in Low Resourced Languages EMNLP 2019
Gradient Boosting with Piece-Wise Linear Regression Trees IJCAI 2019
Nearly-tight VC-dimension and Pseudodimension Bounds for Piecewise Linear Neural Networks JMLR 2019
Computing Linear Restrictions of Neural Networks NIPS 2019
Supervised and Nonlinear Alignment of Two Embedding Spaces for Dictionary Induction in Low Resourced Languages IJCNLP 2019
A Unified View of Piecewise Linear Neural Network Verification NIPS 2018
Analytic Expressions for Probabilistic Moments of PL-DNN With Gaussian Input CVPR 2018