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Paper Citation Record · LEDGER

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods

As of 13 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2412.00059.

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pith.paper-citation-record.v1
2412.00059 v2

Coverage vector

measured 25 of 25 reference resolution

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Source: paper_references, paper_reference_links, observed 2026-08-12T13:36:05.435089Z

measured 25 of 25 standing notices

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measured 0 of 0 inbound itemization

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Reference resolution

25 of 25 outbound references displayed

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External citation measurements

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Outbound references

Observation 15e53011-91e2-42ca-878d-03fe5a297fcd · outbound

This paper cites Step-size Adaptation Using Exponentiated Gradient Updates.

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods Step-size Adaptation Using Exponentiated Gradient Updates

Reference 1

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Observation 1bb8c044-c254-46b0-a400-19d9c8241f1e · outbound

This paper cites Learning to Learn by Gradient Descent by Gradient Descent.

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods Learning to Learn by Gradient Descent by Gradient Descent

Reference 2

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Observation 46ebf565-bdc0-4f39-b90a-c15698878253 · outbound

This paper cites Minimization of Functions Having Lipschitz Continuous First Partial Derivatives.

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods Minimization of Functions Having Lipschitz Continuous First Partial Derivatives

Reference 3

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Observation 2ec5adc4-4547-473a-bd57-6b3e5e5c4cd9 · outbound

This paper cites An Introduction to Numerical Analysis.

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods An Introduction to Numerical Analysis

Reference 4

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Observation e7b622e9-fdee-4a89-9122-d6bdabc4c392 · outbound

This paper cites First-Order Methods in Optimization.

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods First-Order Methods in Optimization

Reference 5

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Observation 8bc968ac-e60f-43f1-9209-b7105f192bb7 · outbound

This paper cites Convex Optimization.

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods Convex Optimization

Reference 6

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Observation f22230e2-8ead-41e7-a1a8-c63f7b0938af · outbound

This paper cites A Class of Methods for Solving Nonlinear Simultaneous Equations.

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods A Class of Methods for Solving Nonlinear Simultaneous Equations

Reference 7

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Observation 6cc9634e-81c6-425c-8a64-c32f37474318 · outbound

This paper cites Quasi-Newton Methods and Their Application to Function Minimisation.Mathematics of Computation, 21(99):368–381, 1967.

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods Quasi-Newton Methods and Their Application to Function Minimisation.Mathematics of Computation, 21(99):368–381, 1967

Reference 8

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Observation 41751486-82f1-44b1-a749-514381c6edcb · outbound

This paper cites Convergence of Quasi-Newton Matrices Generated by the Symmetric Rank One Update.

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods Convergence of Quasi-Newton Matrices Generated by the Symmetric Rank One Update

Reference 9

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Observation 0c5f0ce4-88d4-4ebf-943f-5e5fec47e6e1 · outbound

This paper cites A Characterization of Superlinear Convergence and Its Application to Quasi-Newton Methods.

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods A Characterization of Superlinear Convergence and Its Application to Quasi-Newton Methods

Reference 10

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Observation f9bd5728-d9a7-48aa-8925-df4d1b3821c3 · outbound

This paper cites Quasi-Newton Methods, Motivation and Theory.

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods Quasi-Newton Methods, Motivation and Theory

Reference 11

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Observation ef666e6c-8e25-4601-a249-51487d5e0b22 · outbound

This paper cites Adaptive Subgradient Methods for Online Learning and Stochastic Optimization.

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods Adaptive Subgradient Methods for Online Learning and Stochastic Optimization

Reference 12

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Observation 51245e4a-a544-41ef-b211-84e6d813fff7 · outbound

This paper cites Neural Networks for Machine Learning, Lecture 6, 2012.

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods Neural Networks for Machine Learning, Lecture 6, 2012

Reference 13

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Observation 2d2a2424-3696-4c76-acc0-b8eca82f8689 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods Adam: A Method for Stochastic Optimization

Reference 14

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Observation 2cc4e405-b3c5-4387-91e2-93ed409f1a47 · outbound

This paper cites Searching for Optimal Per-Coordinate Step-Sizes with Multidimensional Backtracking.

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods Searching for Optimal Per-Coordinate Step-Sizes with Multidimensional Backtracking

Reference 15

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Observation 11a69503-bce5-46e9-9344-7679c0d37af0 · outbound

This paper cites Towards Constituting Mathe- matical Structures for Learning to Optimize.

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods Towards Constituting Mathe- matical Structures for Learning to Optimize

Reference 16

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Observation 1623205a-de75-4842-a64c-b66ab0e824e1 · outbound

This paper cites Learning Gradient Descent: Better Generalization and Longer Horizons.

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods Learning Gradient Descent: Better Generalization and Longer Horizons

Reference 17

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Observation 334057ef-86aa-4a0d-a2ba-999ff0c7b469 · outbound

This paper cites Gradient-Based Hyperparameter Optimization through Reversible Learning.

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods Gradient-Based Hyperparameter Optimization through Reversible Learning

Reference 18

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Observation 5adbd229-4616-43cf-a47c-9fe90358d80f · outbound

This paper cites Speed learning on the fly.

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods Speed learning on the fly

Reference 19

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Observation 386e1433-c121-4669-a026-2ba0b2b48ed0 · outbound

This paper cites Fast Exact Multiplication by the Hessian.

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods Fast Exact Multiplication by the Hessian

Reference 20

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Observation 12c17944-8169-44ca-adc8-c7cecd754ba7 · outbound

This paper cites Greedy Quasi-Newton Methods with Explicit Superlinear Conver- gence.

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods Greedy Quasi-Newton Methods with Explicit Superlinear Conver- gence

Reference 21

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Observation e70c279a-3034-464c-8d09-4276c043299d · outbound

This paper cites Large-Scale Convex Optimization: Algorithms & Analyses via Monotone Operators.

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods Large-Scale Convex Optimization: Algorithms & Analyses via Monotone Operators

Reference 22

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Observation d48991aa-8905-4efe-8c49-075e16e6d13b · outbound

This paper cites Towards Robust Learning to Optimize with Theoretical Guarantees.

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods Towards Robust Learning to Optimize with Theoretical Guarantees

Reference 23

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Observation 646507a0-1700-4078-8f5e-cf12a3013c0b · outbound

This paper cites Stochastic quasi-Newton with adaptive step lengths for large-scale problems.

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods Stochastic quasi-Newton with adaptive step lengths for large-scale problems

Reference 24

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Observation 087b7a44-3498-4e71-a546-f0f41a225b85 · outbound

This paper cites safe operating region.

A Learn-to-Optimize Approach for Coordinate-Wise Step Sizes for Quasi-Newton Methods safe operating region

Reference 25

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