Optimization and Control

Authors and titles for math.OC in Jul 2023, skipping first 425

[426]  arXiv:2307.14528 (cross-list from cs.LG) [pdf, other]

Title: Function Value Learning: Adaptive Learning Rates Based on the Polyak Stepsize and Function Splitting in ERM

Authors: Guillaume Garrigos, Robert M. Gower, Fabian Schaipp

Comments: 38 pages, 2 figures

Subjects: Machine Learning (cs.LG); Optimization and Control (math.OC)

[427]  arXiv:2307.14731 (cross-list from cs.MA) [pdf, ps, other]

Title: Bi-level Network Design for UAM Vertiport Allocation Using Activity-Based Transport Simulations

Authors: Sebastian Brulin, Markus Olhofer

Comments: 6th International Electric Vehicle Technology Conference 2023 (EVTeC)

Subjects: Multiagent Systems (cs.MA); Optimization and Control (math.OC)

[428]  arXiv:2307.14938 (cross-list from eess.SY) [pdf, other]

Title: Efficient Interaction-Aware Interval Analysis of Neural Network Feedback Loops

Authors: Saber Jafarpour, Akash Harapanahalli, Samuel Coogan

Subjects: Systems and Control (eess.SY); Machine Learning (cs.LG); Optimization and Control (math.OC)

[429]  arXiv:2307.14940 (cross-list from cs.LG) [pdf, other]

Title: A Self-Adaptive Penalty Method for Integrating Prior Knowledge Constraints into Neural ODEs

Authors: C. Coelho, M. Fernanda P. Costa, L. L. Ferrás

Subjects: Machine Learning (cs.LG); Optimization and Control (math.OC)

[430]  arXiv:2307.15095 (cross-list from q-bio.NC) [pdf, other]

Title: Cortex Inspired Learning to Recover Damaged Signal Modality with ReD-SOM Model

Authors: Artem Muliukov, Laurent Rodriguez, Benoit Miramond

Comments: 9 pages, 8 images, unofficial version, currently under review

Subjects: Neurons and Cognition (q-bio.NC); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Optimization and Control (math.OC)

[431]  arXiv:2307.15196 (cross-list from cs.LG) [pdf, other]

Title: The Marginal Value of Momentum for Small Learning Rate SGD

Authors: Runzhe Wang, Sadhika Malladi, Tianhao Wang, Kaifeng Lyu, Zhiyuan Li

Subjects: Machine Learning (cs.LG); Optimization and Control (math.OC)

[432]  arXiv:2307.15456 (cross-list from cs.LG) [pdf, other]

Title: Worrisome Properties of Neural Network Controllers and Their Symbolic Representations

Authors: Jacek Cyranka, Kevin E M Church, Jean-Philippe Lessard

Comments: accepted to ECAI23

Journal-ref: Frontiers in Artificial Intelligence and Applications, ECAI 2023

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Dynamical Systems (math.DS); Optimization and Control (math.OC)

[433]  arXiv:2307.15663 (cross-list from cs.LG) [pdf, other]

Title: CoRe Optimizer: An All-in-One Solution for Machine Learning

Authors: Marco Eckhoff, Markus Reiher

Comments: 12 pages, 5 figures, 1 table

Journal-ref: Mach. Learn.: Sci. Technol. 5 (2024) 015018

Subjects: Machine Learning (cs.LG); Optimization and Control (math.OC); Computational Physics (physics.comp-ph)

[434]  arXiv:2307.15691 (cross-list from stat.ML) [pdf, other]

Title: ODTlearn: A Package for Learning Optimal Decision Trees for Prediction and Prescription

Authors: Patrick Vossler, Sina Aghaei, Nathan Justin, Nathanael Jo, Andrés Gómez, Phebe Vayanos

Comments: 7 pages, 2 figures

Subjects: Machine Learning (stat.ML); Machine Learning (cs.LG); Optimization and Control (math.OC)

[435]  arXiv:2307.15702 (cross-list from cs.SI) [pdf, ps, other]

Title: The Strong Maximum Circulation Algorithm: A New Method for Aggregating Preference Rankings

Authors: Nathan Atkinson, Scott C. Ganz, Dorit S. Hochbaum, James B. Orlin

Comments: 17 pages, 4 figures

Subjects: Social and Information Networks (cs.SI); Theoretical Economics (econ.TH); Optimization and Control (math.OC)

[436]  arXiv:2307.15744 (cross-list from cs.LG) [pdf, ps, other]

Title: How regularization affects the geometry of loss functions

Authors: Nathaniel Bottman, Y. Cooper, Antonio Lerario

Comments: 16 pages, 0 figures

Subjects: Machine Learning (cs.LG); Differential Geometry (math.DG); Optimization and Control (math.OC)

[437]  arXiv:2307.15874 (cross-list from eess.SY) [pdf, ps, other]

Title: Resilient Controller Synthesis Against DoS Attacks for Vehicular Platooning in Spatial Domain

Authors: Jian Gong, Carlos Murguia, Anggera Bayuwindra, Jinde Cao

Subjects: Systems and Control (eess.SY); Optimization and Control (math.OC)

[438]  arXiv:2307.16075 (cross-list from eess.SY) [pdf, ps, other]

Title: Redesigning Large-Scale Multimodal Transit Networks with Shared Autonomous Mobility Services

Authors: Max T.M. Ng, Hani S. Mahmassani, Ömer Verbas, Taner Cokyasar, Roman Engelhardt

Comments: 48 pages, 18 figures, accepted for publication in Transportation Research Part C: Emerging Technologies, and presentation in the 25th International Symposium on Transportation and Traffic Theory (ISTTT25)

Subjects: Systems and Control (eess.SY); Optimization and Control (math.OC)

[439]  arXiv:2307.16178 (cross-list from eess.SY) [pdf, ps, other]

Title: On Updating Static Output Feedback Controllers Under State-Space Perturbation

Authors: MirSaleh Bahavarnia, Ahmad F. Taha

Subjects: Systems and Control (eess.SY); Optimization and Control (math.OC)

[440]  arXiv:2307.16215 (cross-list from cs.RO) [pdf, ps, other]

Title: The Multi-Trip Autonomous Mobile Robot Scheduling Problem with Time Windows in a Stochastic Environment at Smart Hospitals

Authors: Lulu Cheng, Ning Zhao, Kan Wu, Zhibin Chen

Subjects: Robotics (cs.RO); Optimization and Control (math.OC)

[441]  arXiv:2307.16304 (cross-list from cs.LG) [pdf, other]

Title: You Shall Pass: Dealing with the Zero-Gradient Problem in Predict and Optimize for Convex Optimization

Authors: Grigorii Veviurko, Wendelin Böhmer, Mathijs de Weerdt

Subjects: Machine Learning (cs.LG); Optimization and Control (math.OC)

[442]  arXiv:2307.16375 (cross-list from cs.LG) [pdf, other]

Title: UniAP: Unifying Inter- and Intra-Layer Automatic Parallelism by Mixed Integer Quadratic Programming

Authors: Hao Lin, Ke Wu, Jie Li, Jun Li, Wu-Jun Li

Comments: 27 pages, 8 figures

Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC); Optimization and Control (math.OC)

[443]  arXiv:2307.16754 (cross-list from cs.GT) [pdf, other]

Title: Block-Coordinate Methods and Restarting for Solving Extensive-Form Games

Authors: Darshan Chakrabarti, Jelena Diakonikolas, Christian Kroer

Subjects: Computer Science and Game Theory (cs.GT); Multiagent Systems (cs.MA); Optimization and Control (math.OC)

[444]  arXiv:2307.16756 (cross-list from quant-ph) [pdf, other]

Title: Optimizing Variational Circuits for Higher-Order Binary Optimization

Authors: Zoé Verchère, Sourour Elloumi, Andrea Simonetto

Comments: 6 pages plus references. Conference: IEEE QCE 2023

Subjects: Quantum Physics (quant-ph); Optimization and Control (math.OC)

[445]  arXiv:2307.16767 (cross-list from physics.soc-ph) [pdf, ps, other]

Title: Infection-induced Cascading Failures -- Impact and Mitigation

Authors: Bo Li, David Saad

Journal-ref: Communications Physics 7, 144 (2024)

Subjects: Physics and Society (physics.soc-ph); Disordered Systems and Neural Networks (cond-mat.dis-nn); Optimization and Control (math.OC); Populations and Evolution (q-bio.PE)