conftrace_

piecewise linear function

13 papers

Explore in graph

Co-occurring keywords

piecewise linear (33) relu activation (93) relu network (143) linear region (14) neural network (6616) neural network optimization (1293) network architecture (142) large-margin classifier (5) alternating optimization (57) reward function (291)

Papers

What do Graph Neural Networks learn? Insights from Tropical Geometry NIPS 2024
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
Improved Bounds on Neural Complexity for Representing Piecewise Linear Functions NIPS 2022
Approximating Lipschitz continuous functions with GroupSort neural networks AISTATS 2021
On the number of linear functions composing deep neural network: Towards a refined definition of neural networks complexity AISTATS 2021
Nested Barycentric Coordinate System as an Explicit Feature Map AISTATS 2021
Learning to Approximate a Bregman Divergence NIPS 2020
Reverse-engineering deep ReLU networks ICML 2020
Complexity of Linear Regions in Deep Networks ICML 2019
Fast Algorithms for Segmented Regression ICML 2016
Coresets for k-Segmentation of Streaming Data NIPS 2014
A POMDP Extension with Belief-dependent Rewards NIPS 2010
Learning Monotonic Transformations for Classification NIPS 2007