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Piecewise Linear Regression via a Difference of Convex Functions
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Piecewise Linear Regression via a Difference of Convex Functions

Ali Siahkamari
Aditya Gangrade
Brian Kulis
Venkatesh Saligrama
ArXiv (abs)PDFHTML

Papers citing "Piecewise Linear Regression via a Difference of Convex Functions"

9 / 9 papers shown
Title
The Real Tropical Geometry of Neural Networks
The Real Tropical Geometry of Neural Networks
Marie-Charlotte Brandenburg
Georg Loho
Guido Montúfar
115
8
0
18 Mar 2024
Interactive Generalized Additive Model and Its Applications in Electric Load Forecasting
Interactive Generalized Additive Model and Its Applications in Electric Load Forecasting
Linxiao Yang
Rui Ren
Xinyue Gu
Liang Sun
61
6
0
24 Oct 2023
An Efficient Data Analysis Method for Big Data using Multiple-Model Linear Regression
An Efficient Data Analysis Method for Big Data using Multiple-Model Linear Regression
Bohan Lyu
Jianzhong Li
31
2
0
24 Aug 2023
Approximating nonlinear functions with latent boundaries in low-rank excitatory-inhibitory spiking networks
Approximating nonlinear functions with latent boundaries in low-rank excitatory-inhibitory spiking networks
William F. Podlaski
C. Machens
59
10
0
18 Jul 2023
Data-Driven Subgroup Identification for Linear Regression
Data-Driven Subgroup Identification for Linear Regression
Zachary Izzo
Ruishan Liu
James Zou
OOD
70
4
0
29 Apr 2023
Data-driven Piecewise Affine Decision Rules for Stochastic Programming with Covariate Information
Data-driven Piecewise Affine Decision Rules for Stochastic Programming with Covariate Information
Yiyang Zhang
Junyi Liu
Xiaobo Zhao
160
3
0
26 Apr 2023
On Solution Functions of Optimization: Universal Approximation and Covering Number Bounds
On Solution Functions of Optimization: Universal Approximation and Covering Number Bounds
Ming Jin
Vanshaj Khattar
Harshal D. Kaushik
Bilgehan Sel
R. Jia
51
8
0
02 Dec 2022
Reliably-stabilizing piecewise-affine neural network controllers
Reliably-stabilizing piecewise-affine neural network controllers
F. Fabiani
Paul Goulart
71
36
0
13 Nov 2021
Faster Algorithms for Learning Convex Functions
Faster Algorithms for Learning Convex Functions
Ali Siahkamari
D. A. E. Acar
Christopher Liao
Kelly Geyer
Venkatesh Saligrama
Brian Kulis
51
4
0
02 Nov 2021