Latest Articles for Optimization

Machine Learning Efficient Memory Management in Large-Scale Machine Learning

Exploring memory-efficient methods for training large machine learning models.

Thien Hang Nguyen, Huy Le Nguyen

2025-05-21T00:59:06+00:00 ― 5 min read

Multimedia TopoCode: A New Approach to Error Correction

TopoCode enhances communication by focusing on data structure for error detection.

Hongzhi Guo

2025-05-18T15:22:40+00:00 ― 6 min read

Machine Learning A Simple Guide to Optimization Algorithms

Learn about popular optimization algorithms in machine learning and their unique features.

Carlos Heredia

2025-05-16T11:43:24+00:00 ― 7 min read

Optimization and Control Understanding Distributed Optimization: A Team Approach

Agents work together towards common goals, minimizing costs and maximizing efficiency.

Ziyuan Guo, Yue Sun, Yeming Xu

2025-05-15T18:54:36+00:00 ― 7 min read

Optimization and Control Sliding Mode Control: Stabilizing Systems

A look at sliding mode control's impact on system stability and response.

Pedro Henrique Silva Coutinho, Iury Bessa, Victor Hugo Pereira Rodrigues

2025-05-14T21:53:36+00:00 ― 7 min read

Machine Learning Schedule-Free Optimization: A New Approach

Discover how schedule-free optimization transforms machine learning efficiency.

Kwangjun Ahn, Gagik Magakyan, Ashok Cutkosky

2025-05-13T07:44:04+00:00 ― 6 min read

Computer Vision and Pattern Recognition Speeding Up Image Transformations with LSB

Learn how LSB enhances image translation processes efficiently.

Jeongsol Kim, Beomsu Kim, Jong Chul Ye

2025-05-12T08:13:20+00:00 ― 5 min read

High Energy Physics - Phenomenology Understanding Doubly Heavy Baryons in Particle Physics

Researchers study unique baryons to learn about the universe's secrets.

Zahra Ghalenovi, Masoumeh Moazzen Sorkhi, Amir Hossein Sovizi

2025-05-10T19:01:16+00:00 ― 6 min read

Mathematical Software Jaya R Package: Your Optimization Tool

Streamline your optimization tasks with the user-friendly Jaya R package.

Neeraj Dhanraj Bokde

2025-05-08T18:30:40+00:00 ― 5 min read

Quantum Physics Graph Partitioning with Quantum Hamiltonian Descent

A new approach to improve graph partitioning using quantum-inspired methods.

Jinglei Cheng, Ruilin Zhou, Yuhang Gan

2025-05-08T12:33:56+00:00 ― 5 min read

Emerging Technologies Thermodynamic Computing and Quadratic Programming

How thermodynamic computing enhances problem-solving in quadratic programming.

Patryk-Lipka Bartosik, Kaelan Donatella, Maxwell Aifer

2025-05-08T10:03:08+00:00 ― 7 min read

Optimization and Control Designing Robust Renewable Energy Systems

Learn how to create energy systems that handle uncertainties in renewable sources.

Moritz Wedemeyer, Eike Cramer, Alexander Mitsos

2025-05-08T03:21:52+00:00 ― 5 min read

Optimization and Control Optimizing Solutions in Noisy Environments

A new method tackles challenges in optimization under uncertainty.

Georgii Bychkov, Darina Dvinskikh, Anastasia Antsiferova

2025-05-06T20:32:24+00:00 ― 6 min read

Robotics Improving Robot Navigation with Radar and IMUs

Learn how radar and IMUs enhance robot navigation accuracy.

Lucia Coto Elena, Fernando Caballero, Luis Merino

2025-05-05T21:16:00+00:00 ― 8 min read

Optimization and Control Optimizing with Quasi-Convex Functions and Comparison Oracles

A look into optimizing machine learning models using quasi-convex functions.

A. V. Gasnikov, M. S. Alkousa, A. V. Lobanov

2025-05-04T23:42:16+00:00 ― 8 min read

Optimization and Control Speeding Up Solutions: The Art of Optimization

Learn how optimization methods improve decision-making and problem-solving.

O. S. Savchuk, M. S. Alkousa, A. S. Shushko

2025-05-04T22:18:12+00:00 ― 6 min read

Machine Learning Advancing Physics-Informed Neural Networks for Better Generalization

A new solver improves generalization in physics-informed neural networks.

Honghui Wang, Yifan Pu, Shiji Song

2025-05-02T11:21:20+00:00 ― 7 min read

Machine Learning Effective Feature Selection with K-means UFS

A new method for selecting important data features using K-means clustering.

Ziheng Sun, Chris Ding, Jicong Fan

2025-05-02T09:33:26+00:00 ― 5 min read

Robotics Improving Robot Movement Efficiency

Learn how to enhance robot paths for smoother and faster movement.

Shruti Garg, Thomas Cohn, Russ Tedrake

2025-05-02T01:38:40+00:00 ― 6 min read

Methodology Simplifying Data Analysis with Variational Empirical Bayes

Learn how VEB streamlines data analysis for better insights.

Saikat Banerjee, Peter Carbonetto, Matthew Stephens

2025-04-30T01:22:35+00:00 ― 8 min read

Medical Physics Advancements in Monitoring Proton Therapy with Compton Cameras

Researchers enhance Compton cameras for better proton therapy monitoring.

Jonas Kasper, Aleksandra Wrońska, Awal Awal

2025-04-29T11:37:09+00:00 ― 7 min read

Optimization and Control Introducing SPARKLE: A New Approach to Bilevel Optimization

SPARKLE enables effective decentralized decision-making with unique strategies for agents.

Shuchen Zhu, Boao Kong, Songtao Lu

2025-04-28T19:27:00+00:00 ― 6 min read

Machine Learning Data Poisoning: A Hidden Threat in AI Learning

Learn how data poisoning interferes with AI training processes.

Jianhui Li, Bokang Zhang, Junfeng Wu

2025-04-27T16:29:00+00:00 ― 7 min read

Information Theory Advancements in Lattice Quantization in Higher Dimensions

Researchers find new lattices improving quantization in dimensions 13 and 14.

Daniel Pook-Kolb, Erik Agrell, Bruce Allen

2025-04-26T09:58:03+00:00 ― 6 min read

Plasma Physics Advancements in Stellarator Design for Fusion Energy

New techniques are optimizing stellarators, enhancing their performance for fusion energy production.

Kaya E. Unalmis, Rahul Gaur, Rory Conlin

2025-04-18T18:53:52+00:00 ― 5 min read

Artificial Intelligence The Fairness Challenge in Recommender Systems

Exploring fairness in recommender systems for equitable suggestions.

Brian Hsu, Cyrus DiCiccio, Natesh Sivasubramoniapillai

2025-04-13T02:24:00+00:00 ― 7 min read

Computation and Language Choosing the Right Examples to Boost AI Performance

Learn how smart example selection enhances reasoning in language models.

Mathurin Videau, Alessandro Leite, Marc Schoenauer

2025-04-11T13:29:06+00:00 ― 6 min read

Optimization and Control Decentralized Optimization: A New Approach

Discover how decentralized optimization improves decision-making across various fields.

Kangkang Deng, Jiang Hu

2025-04-08T07:18:40+00:00 ― 7 min read

Robotics Robots in Harmony: Navigating Without Collisions

Learn how RADES improves multi-robot navigation and safety.

Victor Parque

2025-04-04T20:31:55+00:00 ― 8 min read

Systems and Control Decoding Resistor Networks: A Simple Guide

Learn how to reconstruct resistor networks with limited measurements effectively.

Shivanagouda Biradar, Deepak U Patil

2025-04-01T22:28:12+00:00 ― 6 min read

Computer Vision and Pattern Recognition Diverse Score Distillation: Transforming 3D Generation

A new method enhances 3D model creation from 2D images and text prompts.

Yanbo Xu, Jayanth Srinivasa, Gaowen Liu

2025-03-30T02:09:09+00:00 ― 6 min read

Optimization and Control Navigating Optimization with InmBDCA

Learn how InmBDCA simplifies complex optimization problems without striving for perfection.

Orizon P. Ferreira, Boris S. Mordukhovich, Wilkreffy M. S. Santos

2025-03-27T23:35:40+00:00 ― 7 min read

Robotics Robots and Backup Sensors: A Safety Net

Backup sensors help robots make better choices during sensor failures.

Jonas Nüßlein, Maximilian Zorn, Fabian Ritz

2025-03-25T13:48:54+00:00 ― 5 min read

Methodology The Experimentation Edge: Boosting Business Decisions

Experimentation helps businesses validate ideas and drive informed decisions.

Timothy Sudijono, Simon Ejdemyr, Apoorva Lal

2025-03-21T10:39:27+00:00 ― 8 min read

Numerical Analysis The Art of Mixed Precision Computations

Balancing speed and accuracy in large systems of equations.

Alexander V. Prolubnikov

2025-03-19T05:08:50+00:00 ― 6 min read

Robotics Revolutionizing Quadruped Robotics with DIDC

Discover how the DIDC transforms quadruped robot movement and stability.

Nimesh Khandelwal, Amritanshu Manu, Shakti S. Gupta

2025-03-18T08:28:30+00:00 ― 6 min read

Computer Vision and Pattern Recognition The Art and Science of Reflectance Measurement

Discover the intricate process behind lifelike graphic representations and their real-world applications.

Jing Yang, Pratusha Bhuvana Prasad, Qing Zhang

2025-03-18T02:03:18+00:00 ― 5 min read

Machine Learning Uplift Modeling: A New Approach to Decision-Making

Learn how uplift modeling can optimize treatment allocation for better outcomes.

Simon De Vos, Christopher Bockel-Rickermann, Stefan Lessmann

2025-03-15T13:03:54+00:00 ― 7 min read

Machine Learning SGD-SaI: A New Era in Optimization

Discover the benefits of SGD-SaI in machine learning training.

Minghao Xu, Lichuan Xiang, Xu Cai

2025-03-01T22:26:51+00:00 ― 7 min read

Analysis of PDEs Decoding Capacitary Measures and Sobolev Spaces

A fun look at complex math concepts and their real-world uses.

Anna Lentz

2025-03-01T05:35:50+00:00 ― 6 min read