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Second-order methods
Second-order methods
Use second-order statistics to process data.
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Showing 11–20 of 181 papers
Title
Date
Tasks
Status
Hype
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MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation
Mar 27, 2020
Bilevel Optimization
Neural Architecture Search
Code
Code Available
1
5
Second-Order Stochastic Optimization for Machine Learning in Linear Time
Feb 12, 2016
BIG-bench Machine Learning
Second-order methods
Code
Code Available
1
5
Near out-of-distribution detection for low-resolution radar micro-Doppler signatures
May 12, 2022
Contrastive Learning
Geometry-aware processing
Code
Code Available
1
5
Second-Order Neural ODE Optimizer
Sep 29, 2021
image-classification
Image Classification
Code
Code Available
1
5
Communication-Efficient Stochastic Zeroth-Order Optimization for Federated Learning
Jan 24, 2022
Federated Learning
Second-order methods
Code
Code Available
1
5
Low Rank Saddle Free Newton: A Scalable Method for Stochastic Nonconvex Optimization
Feb 7, 2020
Second-order methods
Code
Code Available
1
5
Can We Remove the Square-Root in Adaptive Gradient Methods? A Second-Order Perspective
Feb 5, 2024
Second-order methods
Code
Code Available
1
5
Adaptive Consensus Optimization Method for GANs
Apr 20, 2023
Image Generation
Second-order methods
Code
Code Available
0
5
Error Feedback Can Accurately Compress Preconditioners
Jun 9, 2023
Classification
Second-order methods
Code
Code Available
0
5
Exact, Tractable Gauss-Newton Optimization in Deep Reversible Architectures Reveal Poor Generalization
Nov 12, 2024
Second-order methods
Code
Code Available
0
5
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