Data imbalance in healthcare can lead to unfair predictions and disparities in care.
Precious Jones, Weisi Liu, I-Chan Huang
― 5 min read
Cutting edge science explained simply
Data imbalance in healthcare can lead to unfair predictions and disparities in care.
Precious Jones, Weisi Liu, I-Chan Huang
― 5 min read
Discover how DOFEN transforms data prediction with innovative modeling techniques.
Kuan-Yu Chen, Ping-Han Chiang, Hsin-Rung Chou
― 6 min read
Learn how hyperparameter optimization boosts machine learning performance effectively.
Md. Tarek Hasan
― 8 min read
Combining data types for better AI understanding and performance.
Priyaranjan Pattnayak, Hitesh Laxmichand Patel, Bhargava Kumar
― 7 min read
Discover how COBRA enhances data retrieval for better machine learning outcomes.
Arnav M. Das, Gantavya Bhatt, Lilly Kumari
― 6 min read
A new approach uses machine learning to manage unpredictable systems more effectively.
David Valle, Rubén Capeáns, Alexandre Wagemakers
― 9 min read
Innovative models inspired by biology reshape energy-efficient network traffic prediction.
Theodoros Tsiolakis, Nikolaos Pavlidis, Vasileios Perifanis
― 5 min read
Exploring the future of integrated sensing and communication technology.
Mohamed Elrashidy, Mudassir Masood, Ali Arshad Nasir
― 5 min read
Learn how feature-based explanations clarify machine learning predictions.
Fabian Fumagalli, Maximilian Muschalik, Eyke Hüllermeier
― 6 min read
BEE offers fresh insights into AI decision-making through diverse baselines.
Oren Barkan, Yehonatan Elisha, Jonathan Weill
― 6 min read
A new approach improves classification in knowledge graphs using GCNs and Markov processes.
Johannes Mäkelburg, Yiwen Peng, Mehwish Alam
― 7 min read
Improving location accuracy using wireless signals in complex environments.
Keivan Khosroshahi, Philippe Sehier, Sami Mekki
― 5 min read
Silencer framework enhances community detection amid noise for accurate network analysis.
Kai Wu, Ziang Xie, Jing Liu
― 6 min read
Learn how uncertainty influences object detection and model development.
M. Tahasanul Ibrahim, Rifshu Hussain Shaik, Andreas Schwung
― 7 min read
Discover how APEX personalizes knowledge for evolving user interests.
Zihao Li, Dongqi Fu, Mengting Ai
― 7 min read
Learn how VLMs are changing time series classification with visual data.
Vinay Prithyani, Mohsin Mohammed, Richa Gadgil
― 6 min read
Enhancing machine understanding of human dialogue turn-taking dynamics.
Hyunbae Jeon, Frederic Guintu, Rayvant Sahni
― 8 min read
Explore how Network Stochastic Differential Equations enhance our grasp of interconnected systems.
Francesco Iafrate, Stefano Iacus
― 5 min read
Explore the creative power of generative models in AI and their diverse applications.
Jathin Korrapati, Tanish Baranwal, Rahul Shah
― 6 min read
Discover the innovative methods for recovering tensors from limited data.
Tongle Wu, Ying Sun, Jicong Fan
― 6 min read
A new model improves online recommendations by capturing complex user-item connections.
Jiajia Chen, Jiancan Wu, Jiawei Chen
― 8 min read
A smarter method for understanding user preferences in signed bipartite graphs.
Gyeongmin Gu, Minseo Jeon, Hyun-Je Song
― 6 min read
Exploring how language affects DeepFake detection accuracy across various languages.
Bartłomiej Marek, Piotr Kawa, Piotr Syga
― 6 min read
AI's journey towards creating longer, coherent videos continues to face exciting challenges.
Faraz Waseem, Muhammad Shahzad
― 6 min read
Learn how heterogeneous transfer learning improves predictions using diverse datasets.
Jae Ho Chang, Massimiliano Russo, Subhadeep Paul
― 6 min read
Discover SHARQ, a fast method for understanding data relationships and improving decision-making.
Hadar Ben-Efraim, Susan B. Davidson, Amit Somech
― 7 min read
Explore how new benchmarks are transforming document interpretation by AI models.
Chao Deng, Jiale Yuan, Pi Bu
― 5 min read
Discover how the MEM method enhances image denoising through innovative techniques.
Matthew King-Roskamp, Rustum Choksi, Tim Hoheisel
― 6 min read
Discover how BTM connects ideas across different texts effectively.
Raven Adam, Marie Lisa Kogler
― 6 min read
Discover how blending generative models enhances creativity and quality in AI-generated content.
Parham Rezaei, Farzan Farnia, Cheuk Ting Li
― 6 min read
A look at how local complexity impacts neural network performance.
Niket Patel, Guido Montúfar
― 5 min read
Learn how NoiseHGNN improves understanding of messy graphs in data science.
Xiong Zhang, Cheng Xie, Haoran Duan
― 6 min read
New method enhances learning accuracy by focusing on data density.
Shuyang Liu, Ruiqiu Zheng, Yunhang Shen
― 5 min read
A look into improving machine learning with semi-supervised learning techniques.
Lan-Zhe Guo, Lin-Han Jia, Jie-Jing Shao
― 8 min read
Discover how CDCTW improves data alignment for various fields.
Afek Steinberg, Ran Eisenberg, Ofir Lindenbaum
― 5 min read
A new method tackles class imbalance in multi-label continual learning.
Yan Zhang, Guoqiang Wu, Bingzheng Wang
― 7 min read
Discover the basics and applications of neural operators in machine learning.
Mike Nguyen, Nicole Mücke
― 6 min read
Discover ways to improve traditional ML methods and tackle performance issues.
Harsh Kumar, R. Govindarajan
― 6 min read
Learn about constrained sampling and the powerful MAPLA technique.
Vishwak Srinivasan, Andre Wibisono, Ashia Wilson
― 6 min read
New methods are revolutionizing how language models generate text efficiently.
Situo Zhang, Hankun Wang, Da Ma
― 7 min read