A look at federated learning's challenges and solutions in maintaining data privacy and model accuracy.
Youssef Allouah, Abdellah El Mrini, Rachid Guerraoui
― 6 min read
Computer Science - Machine Learning
RSSA new method improves predictions by addressing channel dependencies over time.
Haixiang Wu
― 3 min read
A new model improves how scientists study protein interactions and functions.
Yingheng Wang, Zichen Wang, Gil Sadeh
― 5 min read
Learn how Anomaly-Free Regions improve anomaly detection efficiency in datasets.
Maximilian Toller, Hussain Hussain, Roman Kern
― 4 min read
A guide to understanding how Financial AI impacts trading and investment.
Junhua Liu
― 8 min read
A new method helps robots detect risky situations during tasks for safer operations.
Petr Vanc, Giovanni Franzese, Jan Kristof Behrens
― 7 min read
New model achieves faster speech transcription without sacrificing accuracy.
Yael Segal-Feldman, Aviv Shamsian, Aviv Navon
― 4 min read
Discover how RNA-GPT is revolutionizing research on RNA and its functions.
Yijia Xiao, Edward Sun, Yiqiao Jin
― 5 min read
Learn how neural networks mimic programming concepts for effective predictions.
Sourav Chatterjee, Timothy Sudijono
― 6 min read
Machine learning methods enhance quality control for glass bottle printing defects.
Maximilian Bundscherer, Thomas H. Schmitt, Tobias Bocklet
― 6 min read
This research proposes better evaluation methods for link prediction models in knowledge graphs.
Simon Ott, Christian Meilicke, Heiner Stuckenschmidt
― 6 min read
DCAST offers a new method to tackle fairness issues in ML models.
Yasin I. Tepeli, Joana P. Gonçalves
― 6 min read
How AI improves tracking of returned bread in bakeries for better resource use.
Thomas H. Schmitt, Maximilian Bundscherer, Tobias Bocklet
― 6 min read
This article discusses neural networks that effectively blend approximation and generalization.
Ruiyang Hong, Anastasis Kratsios
― 5 min read
Innovative strategies improve rare event detection in federated learning systems.
Razin Farhan Hussain, Mohsen Amini Salehi
― 6 min read
Learn how neural networks enhance the accuracy of Monte Carlo integration through control variates.
Zilu Li, Guandao Yang, Qingqing Zhao
― 6 min read
FLeNS improves federated learning by balancing learning speed and communication efficiency.
Sunny Gupta, Mohit Jindal, Pankhi Kashyap
― 5 min read
A fresh approach to enhance forecasting accuracy in irregular time series data.
Byunghyun Kim, Jae-Gil Lee
― 5 min read
Exploring how Deep Gaussian Processes improve predictions by addressing complex data relationships.
Qiuxian Meng, Yongyou Zhang
― 5 min read
New training method improves LLM safety and performance.
Lei Yu, Virginie Do, Karen Hambardzumyan
― 7 min read
Revolutionary framework enhances data selection efficiency for machine learning models.
Eeshaan Jain, Tushar Nandy, Gaurav Aggarwal
― 4 min read
New neural architectures improve user response predictions in recommender systems.
Mikhail Shirokikh, Ilya Shenbin, Anton Alekseev
― 6 min read
This method personalizes systems by integrating user preferences through dynamic policy fusion.
Ajsal Shereef Palattuparambil, Thommen George Karimpanal, Santu Rana
― 6 min read
Exploring new methods for reducing text data size efficiently.
Swathi Shree Narashiman, Nitin Chandrachoodan
― 6 min read
Explore how gender, age, and finger type affect fingerprint recognition.
Javier Galbally, Aleksandrs Cepilovs, Ramon Blanco-Gonzalo
― 5 min read
A new approach to neural networks using symmetry and structured matrices.
Ashwin Samudre, Mircea Petrache, Brian D. Nord
― 7 min read
Examining privacy vulnerabilities in federated learning and their implications for data security.
Thomas Schneider, Ajith Suresh, Hossein Yalame
― 5 min read
A novel method for training agents to adapt across various tasks using diverse experiences.
Chenyou Fan, Chenjia Bai, Zhao Shan
― 6 min read
This article discusses a method for better classification using networks of agents.
Tong Yao, Shreyas Sundaram
― 8 min read
Introducing positive-sum fairness to improve AI outcomes in healthcare systems.
Samia Belhadj, Sanguk Park, Ambika Seth
― 6 min read
This article examines the links between two weighted random graphs and their dependencies.
Mor Oren, Vered Paslev, Wasim Huleihel
― 6 min read
A method combines machine learning and traditional techniques to model wave behavior.
Su Chen, Yi Ding, Hiroe Miyake
― 4 min read
New framework enhances resource allocation for AI services in 6G networks.
Menna Helmy, Alaa Awad Abdellatif, Naram Mhaisen
― 9 min read
GenCFD uses AI to improve fluid flow computation, enhancing speed and accuracy.
Roberto Molinaro, Samuel Lanthaler, Bogdan Raonić
― 5 min read
Exploring symbolic neural networks for smarter energy-efficient buildings.
Xia Chen, Guoquan Lv, Xinwei Zhuang
― 9 min read
A new dataset improves simulations for fluid dynamics using machine learning.
Ronak Tali, Ali Rabeh, Cheng-Hau Yang
― 6 min read
High-resolution satellite images aid in tracking crop yields in Rwanda.
Katie Fankhauser, Evan Thomas, Zia Mehrabi
― 7 min read
A new dataset enhances query autocomplete suggestions using real user data.
Dante Everaert, Rohit Patki, Tianqi Zheng
― 7 min read
Qudits are changing the landscape of quantum computing by enabling superior information processing.
Tiago de Souza Farias, Lucas Friedrich, Jonas Maziero
― 6 min read
Examining the integration of quantum computing into neural networks for AI.
Peiyong Wang, Casey. R. Myers, Lloyd C. L. Hollenberg
― 7 min read