A look at improving fairness in ICU patient survival predictions using data.
Tempest A. van Schaik, Xinggang Liu, Louis Atallah
― 6 min read
Computer Science - Machine Learning
RSSA new approach integrates lecture videos and slides for better student engagement.
Katharina Anderer, Andreas Reich, Matthias Wölfel
― 6 min read
An analysis of who qualifies as an expert in machine learning.
Mark Díaz, Angela DR Smith
― 7 min read
SeafloorAI provides essential sonar data for studying the ocean floor.
Kien X. Nguyen, Fengchun Qiao, Arthur Trembanis
― 7 min read
Learn how Pairwise Softmax Loss enhances recommendation accuracy and robustness.
Weiqin Yang, Jiawei Chen, Xin Xin
― 4 min read
Research unveils an automated system to track parking times.
Marcelo Eduardo Marques Ribas, Heloisa Benedet Mendes, Luiz Eduardo Soares de Oliveira
― 5 min read
A look into membership inference attacks and their relevance in data privacy.
Haritz Puerto, Martin Gubri, Sangdoo Yun
― 6 min read
A new method transforms point clouds for improved data efficiency.
Nursena Köprücü, Destiny Okpekpe, Antonio Orvieto
― 8 min read
ExplaiNet bridges performance and clarity in AI decision-making.
Pantelis I. Kaplanoglou, Konstantinos Diamantaras
― 5 min read
We analyze LLM performance on various AI hardware to find the best setups.
Krishna Teja Chitty-Venkata, Siddhisanket Raskar, Bharat Kale
― 6 min read
Introducing a method to better predict severe weather events using diverse data.
Haobo Li, Zhaowei Wang, Jiachen Wang
― 6 min read
Researchers use simulations to study galaxy interactions and intrinsic alignments.
Yesukhei Jagvaral, Francois Lanusse, Rachel Mandelbaum
― 8 min read
Exploring how causal relationships enhance forecasting models for better decision-making.
Thomas Crasson, Yacine Nabet, Mathias Lécuyer
― 6 min read
Introducing MG-Net, a framework to improve quantum optimization techniques through deep learning.
Yang Qian, Xinbiao Wang, Yuxuan Du
― 7 min read
Exploring AI advancements in weather forecasting amid climate change.
Thomas Rackow, Nikolay Koldunov, Christian Lessig
― 6 min read
Investigating connections between language models and brain responses during story listening.
Eunji Kim, Sriya Mantena, Weiwei Yang
― 6 min read
A new method enhances detection accuracy in medical imaging.
Tingting Yang, Liang Xiao, Yizhe Zhang
― 5 min read
Researchers develop a faster method to predict how cells react to treatments.
Yanshuo Chen, Zhengmian Hu, Wei Chen
― 6 min read
Discover how emojis can bypass AI language model safety measures.
Zhipeng Wei, Yuqi Liu, N. Benjamin Erichson
― 5 min read
XST-GCNN helps predict multidrug resistance in ICU patients using advanced data analysis.
Óscar Escudero-Arnanz, Cristina Soguero-Ruiz, Antonio G. Marques
― 5 min read
A look at how federated learning enhances patient care while maintaining privacy.
Sushilkumar Yadav, Irem Bor-Yaliniz
― 5 min read
A method to understand user preferences for modifying machine learning outcomes.
Kaivalya Rawal, Himabindu Lakkaraju
― 6 min read
A new method helps machines understand text better by reducing confusion.
Yuqing Zhou, Ziwei Zhu
― 10 min read
MASA offers a solution to enhance security in Federated Learning systems.
Jiahao Xu, Zikai Zhang, Rui Hu
― 4 min read
Exploring advancements in sequence prediction and its practical applications.
Annie Marsden, Evan Dogariu, Naman Agarwal
― 8 min read
This article explores how statistical physics aids in understanding neural network learning.
Hugo Cui
― 6 min read
AI and spintronics work together to generate true randomness for various applications.
Karan P. Patel, Andrew Maicke, Jared Arzate
― 6 min read
Research shows attention schemas enhance communication and teamwork among artificial agents.
Kathryn T. Farrell, Kirsten Ziman, Michael S. A. Graziano
― 4 min read
Learn how teaching models gradually improves their performance in machine learning.
Simon Rampp, Manuel Milling, Andreas Triantafyllopoulos
― 4 min read
Combining physics principles with data-driven methods for improved modeling.
Oliver Hamelijnck, Arno Solin, Theodoros Damoulas
― 5 min read
Learn how the applicability domain affects predictive model accuracy in various fields.
Shakir Khurshid, Bharath Kumar Loganathan, Matthieu Duvinage
― 9 min read
LibMoE simplifies the use of Mixture of Experts in AI research.
Nam V. Nguyen, Thong T. Doan, Luong Tran
― 9 min read
New research shows low-performing models can offer valuable insights into feature importance.
Youngro Lee, Giacomo Baruzzo, Jeonghwan Kim
― 5 min read
Leveraging language models to enhance predictive maintenance in manufacturing.
Alicia Russell-Gilbert, Alexander Sommers, Andrew Thompson
― 6 min read
A new approach to ECG interpretation using a Hierarchical Transformer model.
Xiaoya Tang, Jake Berquist, Benjamin A. Steinberg
― 6 min read
A method to help language models tackle tough questions efficiently.
Yiwen Ding, Zhiheng Xi, Wei He
― 7 min read
Discover how MADQN improves efficiency in scheduling autonomous vehicles in factories.
Mohammad Feizabadi, Arman Hosseini, Zakaria Yahouni
― 6 min read
New training method improves efficiency and accuracy of DeepONet for complex predictions.
Sharmila Karumuri, Lori Graham-Brady, Somdatta Goswami
― 6 min read
Exploring methods to integrate diverse medical data for improved patient care.
Laura Wenderoth
― 6 min read
A new model aids in analyzing children's sleep patterns and issues.
Saurav R. Pandey, Aaqib Saeed, Harlin Lee
― 5 min read