Probabilistic Iterative Hard Thresholding enhances model accuracy by simplifying feature selection.
Matteo Bergamaschi, Andrea Cristofari, Vyacheslav Kungurtsev
― 6 min read
Mathematics - Optimization and Control
RSSLearn how agents collaborate for effective energy management using distributed optimization.
Zehui Lu, Shaoshuai Mou
― 6 min read
Advancements in microrobots for precise fluid transport in medical applications.
Jake Buzhardt, Phanindra Tallapragada
― 6 min read
A study on improving police response times through combined patrol and dispatch strategies.
Matthew Repasky, He Wang, Yao Xie
― 8 min read
Exploring efficient algorithms for decentralized learning while preserving data privacy.
Sudeep Salgia, Yuejie Chi
― 5 min read
A look at kernel Kullback-Leibler divergence and its practical applications.
Clémentine Chazal, Anna Korba, Francis Bach
― 6 min read
Research shows how diverse opinions can stabilize over time in social networks.
Ge Chen, Wei Su, Wenjun Mei
― 5 min read
New method improves clustering for large datasets using Stochastic Quantization.
Anton Kozyriev, Vladimir Norkin
― 5 min read
This article discusses the blend of regular and impulsive control in healthcare systems.
Jamal Daafouz, Jérôme Lohéac, Romain Postoyan
― 5 min read
New methods improve decision-making in complex resource allocation problems.
Qinlong Lin, Yang Liu, Jianquan Lu
― 5 min read
New algorithms improve decision-making with multiple rewards in reinforcement learning.
Harley Wiltzer, Jesse Farebrother, Arthur Gretton
― 5 min read
A method to find optimal solutions in uncertain environments with costly evaluations.
Jack M. Buckingham, Ivo Couckuyt, Juergen Branke
― 5 min read
A new library improves methods for handling complex multiobjective optimization problems.
Xiaoyuan Zhang, Liang Zhao, Yingying Yu
― 5 min read
Improved knee exoskeletons enhance movement from sitting to standing during rehabilitation.
Shashank Mani Gautam, Ekta Singla, Ashish Singla
― 6 min read
This article outlines methods for detecting and localizing oscillations in power systems.
Rajasekhar Anguluri, Anamitra Pal
― 5 min read
Learn how to manage energy expenses through peak load understanding and innovative technologies.
Rene Carmona, Xinshuo Yang, Siddharth Bhela
― 5 min read
A new method enhances spacecraft path planning by addressing uncertainties efficiently.
Praveen Jawaharlal Ayyanathan, Ehsan Taheri
― 5 min read
Prosumers balance energy supply and demand in Iran's challenging market.
Amir Noori, Babak Tavassoli, Alireza Fereidunian
― 5 min read
This article presents a new method for solving bilevel programming problems with linear and nonlinear components.
Sina Hajikazemi, Florian Steinke
― 5 min read
This article examines consensus-based optimization and its methods in problem-solving.
Marvin Koß, Simon Weissmann, Jakob Zech
― 7 min read
Explore methods to enhance stability in control systems using mathematical frameworks.
Marc Weber, Bahman Gharesifard, Christian Ebenbauer
― 4 min read
A new first-order variant of MAML enhances efficiency in meta-learning tasks.
El Mahdi Chayti, Martin Jaggi
― 5 min read
Learn to optimize investment decisions by integrating expert advice into strategy.
Christoph Knochenhauer, Alexander Merkel, Yufei Zhang
― 6 min read
Explore how directed acyclic graphs reveal relationships in complex networks.
Renato Vizuete, Julien M. Hendrickx
― 6 min read
A new framework combines data-driven techniques with multi-fidelity design for improved optimization.
Hiroki Kawabe, Kentaro Yaji, Yuichiro Aoki
― 5 min read
Evaluating methods for effective charging station placement for electric vehicles.
Nagisa Sugishita, Margarida Carvalho, Ribal Atallah
― 5 min read
A look at utility maximization considering transaction costs and pricing systems.
Lingqi Gu, Yiqing Lin
― 6 min read
Discover Fenchel duality's applications and significance in optimization and analysis.
Anton Schiela, Roland Herzog, Ronny Bergmann
― 5 min read
Learn how POMDPs enhance decision-making in uncertain environments.
Yunus Emre Demirci, Ali Devran Kara, Serdar Yüksel
― 5 min read
A look at nonsmooth optimization and its unique challenges in various fields.
Vladimir Shikhman
― 4 min read
A study on minimizing cable lengths in complex designs.
Víctor Blanco, Gabriel González, Justo Puerto
― 6 min read
Examining the efficiency of decentralized control in complex systems.
Hongdan Li, Yawen Sun, Huanshui Zhang
― 5 min read
Learn how adaptive control adjusts systems to varying conditions and its challenges.
Olle Kjellqvist, Anders Rantzer
― 6 min read
Learn how data similarity improves agent collaboration in problem-solving.
Qiang Li, Hoi-To Wai
― 5 min read
This article covers techniques to enhance system stability through damping optimization.
Volker Mehrmann, Emre Mengi
― 6 min read
An innovative toolkit simplifies the process of generating exam questions for educators.
Alexander Stotsky, Torsten Wik
― 6 min read
A method combining offline and online learning for improved pedestrian movement predictions.
Anastasios Vlachos, Anastasios Tsiamis, Aren Karapetyan
― 4 min read
Learn how new methods improve column arrangement in binary matrices.
Júnior R. Lima, Viníicius Gandra M. Santos, Marco Antonio M. Carvalho
― 5 min read
A new approach for agents to share strategies and improve performance in diverse settings.
Feng Zhu, Robert W. Heath, Aritra Mitra
― 6 min read
Compressed NMF offers a practical solution for analyzing large datasets efficiently.
Abraar Chaudhry, Elizaveta Rebrova
― 7 min read