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1
Optimization with Sparsity-Inducing Penalties
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Book
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Optimization with Sparsity-Inducing Penalties

Foundations and trends in machine learning, 2012 [Peer Reviewed Journal]

Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1935-8237 ;EISSN: 1935-8245 ;DOI: 10.1561/2200000015

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2
The derivatives of Sinkhorn-Knopp converge
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Article
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The derivatives of Sinkhorn-Knopp converge

SIAM journal on optimization, 2023, Vol.33 (3) [Peer Reviewed Journal]

2022. This work is published under http://arxiv.org/licenses/nonexclusive-distrib/1.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;http://arxiv.org/licenses/nonexclusive-distrib/1.0 ;Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 1052-6234 ;EISSN: 2331-8422 ;EISSN: 1095-7189 ;DOI: 10.48550/arxiv.2207.12717

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3
Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic Factor in the $O(\epsilon^{-7/4})$ Complexity
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Article
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Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic Factor in the $O(\epsilon^{-7/4})$ Complexity

http://creativecommons.org/licenses/by/4.0 ;DOI: 10.48550/arxiv.2201.11411

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4
Performance of a Markovian neural network versus dynamic programming on a fishing control problem
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Article
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Performance of a Markovian neural network versus dynamic programming on a fishing control problem

Probability, uncertainty and quantitative risk, 2022 [Peer Reviewed Journal]

http://arxiv.org/licenses/nonexclusive-distrib/1.0 ;Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 2095-9672 ;EISSN: 2367-0126 ;DOI: 10.48550/arxiv.2109.06856

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5
Preconditioned Gradient Descent for Overparameterized Nonconvex Burer--Monteiro Factorization with Global Optimality Certification
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Article
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Preconditioned Gradient Descent for Overparameterized Nonconvex Burer--Monteiro Factorization with Global Optimality Certification

arXiv.org, 2022-06 [Peer Reviewed Journal]

2022. This work is published under http://arxiv.org/licenses/nonexclusive-distrib/1.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;http://arxiv.org/licenses/nonexclusive-distrib/1.0 ;EISSN: 2331-8422 ;DOI: 10.48550/arxiv.2206.03345

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6
Toric Geometry of Entropic Regularization
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Article
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Toric Geometry of Entropic Regularization

arXiv.org, 2022-02 [Peer Reviewed Journal]

2022. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;http://creativecommons.org/licenses/by/4.0 ;EISSN: 2331-8422 ;DOI: 10.48550/arxiv.2202.01571

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7
Unbalanced Optimal Transport, from Theory to Numerics
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Article
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Unbalanced Optimal Transport, from Theory to Numerics

arXiv.org, 2023-01 [Peer Reviewed Journal]

2023. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;http://creativecommons.org/licenses/by/4.0 ;EISSN: 2331-8422 ;DOI: 10.48550/arxiv.2211.08775

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8
The missing (A, D, r) diagram
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Article
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The missing (A, D, r) diagram

Annales de l'Institut Fourier, 2021-05 [Peer Reviewed Journal]

2021. This work is published under http://arxiv.org/licenses/nonexclusive-distrib/1.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. ;http://arxiv.org/licenses/nonexclusive-distrib/1.0 ;Distributed under a Creative Commons Attribution 4.0 International License ;ISSN: 0373-0956 ;EISSN: 2331-8422 ;EISSN: 1777-5310 ;DOI: 10.48550/arxiv.2005.05749

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9
Riemannian Accelerated Zeroth-order Algorithm: Improved Robustness and Lower Query Complexity
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Article
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Riemannian Accelerated Zeroth-order Algorithm: Improved Robustness and Lower Query Complexity

http://arxiv.org/licenses/nonexclusive-distrib/1.0 ;DOI: 10.48550/arxiv.2405.05713

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10
Minimum Time Escape from a Circular Region of a Dubins Car
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Article
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Minimum Time Escape from a Circular Region of a Dubins Car

http://creativecommons.org/licenses/by-nc-nd/4.0 ;DOI: 10.48550/arxiv.2405.05725

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11
Emerging Optimization Problems for Distribution in Same-day Delivery
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Article
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Emerging Optimization Problems for Distribution in Same-day Delivery

http://arxiv.org/licenses/nonexclusive-distrib/1.0 ;DOI: 10.48550/arxiv.2405.05620

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12
Infinite horizon stochastic recursive control problems with jumps: dynamic programming and stochastic verification theorems
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Article
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Infinite horizon stochastic recursive control problems with jumps: dynamic programming and stochastic verification theorems

http://arxiv.org/licenses/nonexclusive-distrib/1.0 ;DOI: 10.48550/arxiv.2405.05561

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13
Logic-Based Discrete-Steepest Descent: A Solution Method for Process Synthesis Generalized Disjunctive Programs
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Article
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Logic-Based Discrete-Steepest Descent: A Solution Method for Process Synthesis Generalized Disjunctive Programs

http://creativecommons.org/licenses/by/4.0 ;DOI: 10.48550/arxiv.2405.05358

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14
On some global implicit function theorems for set-valued inclusions with applications to parametric vector optimization
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Article
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On some global implicit function theorems for set-valued inclusions with applications to parametric vector optimization

http://creativecommons.org/licenses/by/4.0 ;DOI: 10.48550/arxiv.2405.01123

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15
Staggered Routing in Autonomous Mobility-on-Demand Systems
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Article
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Staggered Routing in Autonomous Mobility-on-Demand Systems

http://arxiv.org/licenses/nonexclusive-distrib/1.0 ;DOI: 10.48550/arxiv.2405.01410

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16
Solving the train-platforming problem via a two-level Lagrangian Relaxation approach
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Article
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Solving the train-platforming problem via a two-level Lagrangian Relaxation approach

http://arxiv.org/licenses/nonexclusive-distrib/1.0 ;DOI: 10.48550/arxiv.2405.01438

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17
A Model Problem for First Order Mean Field Games with Discrete Initial Data
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Article
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A Model Problem for First Order Mean Field Games with Discrete Initial Data

http://creativecommons.org/licenses/by/4.0 ;DOI: 10.48550/arxiv.2405.01424

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18
On generators of $k$-PSD closures of the positive semidefinite cone
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Article
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On generators of $k$-PSD closures of the positive semidefinite cone

http://creativecommons.org/licenses/by/4.0 ;DOI: 10.48550/arxiv.2405.01208

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19
Lexicographic Optimization: Algorithms and Stability
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Article
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Lexicographic Optimization: Algorithms and Stability

http://creativecommons.org/licenses/by/4.0 ;DOI: 10.48550/arxiv.2405.01387

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20
Inexact FPPA for the $\ell_0$ Sparse Regularization Problem
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Article
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Inexact FPPA for the $\ell_0$ Sparse Regularization Problem

http://arxiv.org/licenses/nonexclusive-distrib/1.0 ;DOI: 10.48550/arxiv.2404.17689

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