Machine Learning

Machine Learning Fairness in Decision-Making: The Ultimatum Game

Examining how fairness shapes choices in games and real-life interactions.

Guozhong Zheng, Jiqiang Zhang, Xin Ou

2025-02-15T19:50:40+00:00 ― 7 min read

Machine Learning Revolutionizing Out-of-Distribution Detection in Machine Learning

A new framework to enhance out-of-distribution data detection.

Yutian Lei, Luping Ji, Pei Liu

2025-02-15T17:55:18+00:00 ― 5 min read

Machine Learning Revolutionizing Data Analysis with GNNs

New methods improve Graph Neural Networks for better insights.

Xianlin Zeng, Yufeng Wang, Yuqi Sun

2025-02-15T17:23:06+00:00 ― 5 min read

Machine Learning Using Technology to Prevent Tenant Evictions

A new framework aims to improve outreach for tenants at risk of eviction.

Anindya Sarkar, Alex DiChristofano, Sanmay Das

2025-02-15T16:34:57+00:00 ― 6 min read

Machine Learning Smart Forecasting for Electricity Prices

A new method improves electricity price predictions using machine learning techniques.

Abhiroop Bhattacharya, Nandinee Haq

2025-02-15T15:46:48+00:00 ― 6 min read

Optimization and Control Optimizing Complex Systems with Surrogate Modeling

Learn how surrogate modeling speeds up optimization of multibody systems.

Augustina C. Amakor, Manuel B. Berkemeier, Meike Wohlleben

2025-02-15T13:56:20+00:00 ― 8 min read

Artificial Intelligence The Depth of Group Decision-Making

Discover a smarter way to evaluate group choices through Algebraic Evaluation.

Andrés Corrada-Emmanuel

2025-02-15T13:22:21+00:00 ― 6 min read

Computation and Language InCA: A New Way for Models to Learn

InCA helps models learn new tasks without forgetting old ones.

Saleh Momeni, Sahisnu Mazumder, Zixuan Ke

2025-02-15T11:46:03+00:00 ― 6 min read

Computation and Language NGQA: The Future of Personalized Nutrition

Revolutionizing dietary advice with tailored nutrition insights for individual health needs.

Zheyuan Zhang, Yiyang Li, Nhi Ha Lan Le

2025-02-15T09:21:36+00:00 ― 9 min read

Distributed, Parallel, and Cluster Computing A Fresh Take on Privacy in AI Training

Learn how Split Federated Learning keeps data safe while training smart models.

Justin Dachille, Chao Huang, Xin Liu

2025-02-15T06:09:00+00:00 ― 8 min read

Neurons and Cognition How Brain Signals Could Identify Music

Research shows brain activity can help machines recognize music effectively.

Taketo Akama, Zhuohao Zhang, Pengcheng Li

2025-02-15T02:14:54+00:00 ― 6 min read

Image and Video Processing Revolutionizing Heart Imaging: A New Technique

A groundbreaking method captures real-time heart movements with enhanced clarity.

Wenqi Huang, Veronika Spieker, Siying Xu

2025-02-15T01:57:54+00:00 ― 7 min read

Computer Science and Game Theory DualGFL: The Future of Federated Learning

Learn about DualGFL's impact on data privacy and efficiency.

Xiaobing Chen, Xiangwei Zhou, Songyang Zhang

2025-02-15T00:31:57+00:00 ― 5 min read

Computer Vision and Pattern Recognition Making Drone Landings Safer and Smarter

Drones can now land safely thanks to advanced technology and smart data.

Joshua Springer, Gylfi Þór Guðmundsson, Marcel Kyas

2025-02-14T22:55:39+00:00 ― 6 min read

Computer Vision and Pattern Recognition Balancing Image Recognition for Fair Learning

New method improves machine learning for imbalanced image datasets.

Minseok Son, Inyong Koo, Jinyoung Park

2025-02-14T20:31:12+00:00 ― 6 min read

Computers and Society Predicting Student Success with Short-Term Data

Using technology data to forecast student performance before exams.

Ge Gao, Amelia Leon, Andrea Jetten

2025-02-14T18:54:54+00:00 ― 7 min read

Machine Learning Revolutionizing Urban Traffic with Robots

New framework optimizes traffic flow with autonomous vehicles and AI.

Iftekharul Islam, Weizi Li

2025-02-14T16:05:42+00:00 ― 5 min read

Machine Learning The Hidden Risks of Language Models

Examining privacy concerns surrounding the use of language models.

Tianchen Zhang, Gururaj Saileshwar, David Lie

2025-02-14T14:06:00+00:00 ― 5 min read

Machine Learning LocalMAP: A New Approach to Data Clustering

LocalMAP helps simplify complex datasets into clearer clusters for better analysis.

Yingfan Wang, Yiyang Sun, Haiyang Huang

2025-02-14T13:17:51+00:00 ― 7 min read

Artificial Intelligence Revolutionizing Multi-Agent Learning with MARC

MARC enhances agent collaboration in complex environments for better learning outcomes.

Sharlin Utke, Jeremie Houssineau, Giovanni Montana

2025-02-14T10:05:15+00:00 ― 8 min read

Medical Physics Transforming Heart Health with HYDRA Technology

HYDRA offers personalized approaches to heart disease diagnosis and treatment.

Diego Renner, Georgios Kissas

2025-02-14T08:39:08+00:00 ― 9 min read

Computers and Society Boosting Engagement in Caregiver Communities

Discover what drives interaction among Alzheimer’s caregivers online.

Congning Ni, Qingxia Chen, Lijun Song

2025-02-14T06:19:01+00:00 ― 6 min read

Multiagent Systems Your Guide to Getting Published

Step-by-step tips for preparing your research paper for publication.

Pratham Singla, Ayush Singh, Adesh Gupta

2025-02-14T04:28:12+00:00 ― 6 min read

Computer Vision and Pattern Recognition Drones and Machine Learning: A New Rescue Era

Drones are changing search and rescue with smart object detection technology.

Aneesha Guna, Parth Ganeriwala, Siddhartha Bhattacharyya

2025-02-14T03:40:03+00:00 ― 8 min read

Machine Learning New Method to Combat Jamming Attacks in UAVs

Researchers develop a smart solution for detecting jamming attacks on drones.

Joseanne Viana, Hamed Farkhari, Pedro Sebastiao

2025-02-14T02:03:45+00:00 ― 8 min read

Machine Learning Collaborative Machine Learning: Harnessing Team Efforts for Progress

CML combines resources to improve machine learning while addressing fairness and transparency.

Bingchen Wang, Zhaoxuan Wu, Fusheng Liu

2025-02-14T01:34:48+00:00 ― 7 min read

Machine Learning Mastering Small Language Models: Fine-Tuning Guide

Learn how to effectively fine-tune small language models with practical strategies.

Aldo Pareja, Nikhil Shivakumar Nayak, Hao Wang

2025-02-14T01:13:50+00:00 ― 6 min read

Cryptography and Security Revolutionizing Encrypted Traffic Classification with MIETT

MIETT uses advanced techniques for efficient encrypted traffic classification.

Xu-Yang Chen, Lu Han, De-Chuan Zhan

2025-02-13T23:39:18+00:00 ― 6 min read

Machine Learning Small Language Models: The Future of AI on Devices

Discover how small models make AI more accessible and efficient on everyday devices.

Savitha Viswanadh Kandala, Pramuka Medaranga, Ambuj Varshney

2025-02-13T22:03:00+00:00 ― 5 min read

Computation and Language The Confidence Illusion in Language Models

Are AI models confident or just lucky in their answers?

Yudi Pawitan, Chris Holmes

2025-02-13T21:14:51+00:00 ― 7 min read

Artificial Intelligence Revolutionizing AI with Scale-Invariant Memory

A new memory type boosts AI learning and decision-making capabilities.

Md Rysul Kabir, James Mochizuki-Freeman, Zoran Tiganj

2025-02-13T20:26:42+00:00 ― 7 min read

Machine Learning The Rise of Posterior Mean Matching

Discover how PMM empowers machines in creativity and data generation.

Sebastian Salazar, Michal Kucer, Yixin Wang

2025-02-13T20:08:39+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing AI with 4D Video Learning

Discover how machines learn from videos to understand movement and depth.

João Carreira, Dilara Gokay, Michael King

2025-02-13T18:50:24+00:00 ― 7 min read

Computer Vision and Pattern Recognition OpenEMMA: A New Era in Autonomous Driving

OpenEMMA redefines self-driving technology with advanced AI and smart decision-making.

Shuo Xing, Chengyuan Qian, Yuping Wang

2025-02-13T17:14:06+00:00 ― 6 min read

Computer Vision and Pattern Recognition LiDAR-RT: The Future of Self-Driving Vision

LiDAR-RT enhances self-driving car perception with real-time 3D scene rendering.

Chenxu Zhou, Lvchang Fu, Sida Peng

2025-02-13T15:37:48+00:00 ― 6 min read

Computation and Language Advancements in Multimodal AI Models

New framework improves text and image model integration for enhanced performance.

Weijia Shi, Xiaochuang Han, Chunting Zhou

2025-02-13T14:01:30+00:00 ― 5 min read

Machine Learning Trusting Language Models: Measuring Uncertainty Effectively

Discover a new way to assess language model responses and build trust.

Lukas Aichberger, Kajetan Schweighofer, Sepp Hochreiter

2025-02-13T13:13:21+00:00 ― 5 min read

Multiagent Systems Ethical Agents: The Future of Fair Technology

Research reveals how ethical agents can promote fairness and cooperation in technology.

Jessica Woodgate, Paul Marshall, Nirav Ajmeri

2025-02-13T11:37:03+00:00 ― 6 min read

Computer Vision and Pattern Recognition Jet: A New Era in Image Generation

Discover how Jet transforms noise into stunning images effortlessly.

Alexander Kolesnikov, André Susano Pinto, Michael Tschannen

2025-02-13T10:00:45+00:00 ― 8 min read

Econometrics Decoding Machine Learning Predictions in Economics

Learn how machine learning helps interpret economic forecasts using history.

Philippe Goulet Coulombe, Maximilian Goebel, Karin Klieber

2025-02-13T09:58:17+00:00 ― 7 min read

Computer Science - Machine Learning