Sparse Model

Variational Bayesian Bow tie Neural Networks with Shrinkage

Authors: Alisa Sheinkman, Sara Wade | Published: 2024-11-17 | Updated: 2024-11-19
Sparse Model
Optimization Problem
Evaluation Method

Efficient Model Compression for Bayesian Neural Networks

Authors: Diptarka Saha, Zihe Liu, Feng Liang | Published: 2024-11-01
Sparse Model
Model Performance Evaluation
Optimization Problem

Dynamic Incremental Optimization for Best Subset Selection

Authors: Shaogang Ren, Xiaoning Qian | Published: 2024-02-04 | Updated: 2024-12-30
Algorithm
Sparse Model
Optimization Methods

Sparse Perturbations for Improved Convergence in Stochastic Zeroth-Order Optimization

Authors: Mayumi Ohta, Nathaniel Berger, Artem Sokolov, Stefan Riezler | Published: 2020-06-02 | Updated: 2020-06-29
Algorithm
Sparse Model
Improvement of Learning

Pruning via Iterative Ranking of Sensitivity Statistics

Authors: Stijn Verdenius, Maarten Stol, Patrick Forré | Published: 2020-06-01 | Updated: 2020-06-14
Algorithm
Sparse Model
Fundamentals of Machine Learning