Computer Science - Machine Learning

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Machine Learning Improving Mortality Prediction in ICU Heart Failure Patients

This study develops a reliable model to predict mortality in heart failure patients in ICUs.

Negin Ashrafi, Armin Abdollahi, Jiahong Zhang

Jun 17, 2025 ― 6 min read

Optimization and Control Adaptive Backtracking Line Search for Optimization

A new method improves step size adjustments in optimization tasks.

Joao V. Cavalcanti, Laurent Lessard, Ashia C. Wilson

Jun 17, 2025 ― 5 min read

Machine Learning Advancements in Data Classification with SleepNet and DreamNet

New models enhance performance in data classification tasks using concepts from sleep.

Mingze Ni, Wei Liu

Jun 17, 2025 ― 7 min read

Atmospheric and Oceanic Physics Improving Rainfall Predictions with Deep Learning Models

This study enhances rainfall forecasts' reliability using advanced deep learning techniques.

Simone Monaco, Luca Monaco, Daniele Apiletti

Jun 17, 2025 ― 4 min read

Methodology Navigating Regression Analysis with Branch and Bound

A method to simplify regression model selection amidst uncertainty.

Brian Knaeble, R. Mitchell Hughes, George Rudolph

Jun 17, 2025 ― 5 min read

Machine Learning Improving Climate Models with Reinforcement Learning

Research explores using RL to enhance accuracy in climate modeling.

Pritthijit Nath, Henry Moss, Emily Shuckburgh

Jun 17, 2025 ― 5 min read

Computer Vision and Pattern Recognition Advancing DCE-MRI for Breast Cancer Detection

New method improves late-stage DCE-MRI imaging for better breast cancer diagnosis.

Ruben D. Fonnegra, Maria Liliana Hernández, Juan C. Caicedo

Jun 17, 2025 ― 6 min read

Machine Learning AI's Role in Understanding the Ising Model

This study examines how AI models learn from the Ising model data.

Yi Hong Teoh, Roger G. Melko

Jun 17, 2025 ― 5 min read

Materials Science New Method for Generating Atomic Structures

A novel approach improves atomic structure modeling for materials science.

Bo Lei, Enze Chen, Hyuna Kwon

Jun 17, 2025 ― 5 min read

Machine Learning Optimizing Urban Facility Placement

A new method improves facility location for better urban access.

Hongyuan Su, Yu Zheng, Jingtao Ding

Jun 17, 2025 ― 4 min read

Materials Science Optimizing Atomic Structures Using Machine Learning

Researchers combine machine learning and Bayesian optimization to improve atomic structure arrangement.

Peder Lyngby, Casper Larsen, Karsten Wedel Jacobsen

Jun 17, 2025 ― 4 min read

Machine Learning Advancements in Prediction Methods: DLMF Explained

Learn how the Deep Limit Model-free method improves predictions and uncertainty management.

Kejin Wu, Dimitris N. Politis

Jun 17, 2025 ― 6 min read

Cryptography and Security Advancing Anomaly Detection with Graph Neural Networks

Improving cybersecurity through enhanced anomaly detection using GNNs.

Ahmad Hafez

Jun 17, 2025 ― 8 min read

Neural and Evolutionary Computing Efficient Language Processing with Spiking Neural Networks

A new model offers energy-efficient language processing for small devices.

Kaiwen Tang, Zhanglu Yan, Weng-Fai Wong

Jun 17, 2025 ― 5 min read

Computer Vision and Pattern Recognition Advancing Sensor Fusion with Bi-MIChI Framework

A new method improves sensor data combining accuracy and efficiency.

Hersh Vakharia, Xiaoxiao Du

Jun 17, 2025 ― 6 min read

Audio and Speech Processing Insights into Neurons in Speech Models

Research reveals how neurons in speech models recognize key features of sound.

Tzu-Quan Lin, Guan-Ting Lin, Hung-yi Lee

Jun 17, 2025 ― 7 min read

Machine Learning Improving Interpretability of Tree Ensemble Classifiers

A new tool helps users make sense of complex tree models.

Zhen Li, Weikai Yang, Jun Yuan

Jun 17, 2025 ― 7 min read

Information Retrieval A New Approach to Keywords for Online Sellers

GraphEx helps sellers find more relevant keywords for better sales.

Ashirbad Mishra, Soumik Dey, Marshall Wu

Jun 17, 2025 ― 5 min read

Computer Science and Game Theory Enhancing System Efficiency Through Subsidy Design

Central planners can boost overall efficiency in multiagent systems with effective subsidies.

Maria-Florina Balcan, Matteo Pozzi, Dravyansh Sharma

Jun 17, 2025 ― 6 min read

Computation and Language Investigating Self-Attention in Speech Models

This study examines how self-attention affects speech recognition in Turkish and English.

Sai Gopinath, Joselyn Rodriguez

Jun 17, 2025 ― 5 min read

Sound New Model Enhances Audio Quality by Removing Breath Sounds

A new model streamlines audio production by automatically eliminating breath sounds.

Nidula Elgiriyewithana, N. D. Kodikara

Jun 17, 2025 ― 6 min read

Machine Learning Centralized Training for Decentralized Execution in Multi-Agent Reinforcement Learning

An overview of CTDE methods in multi-agent reinforcement learning.

Christopher Amato

Jun 17, 2025 ― 6 min read

Computer Vision and Pattern Recognition Advancements in Neural Fields for Triangle Meshes

A new framework enhances the representation of neural fields on triangle meshes.

Avigail Cohen Rimon, Tal Shnitzer, Mirela Ben Chen

Jun 17, 2025 ― 6 min read

Computation and Language Measuring Uncertainty in Language Models with CLUE

A new method to assess uncertainty in language model outputs for greater reliability.

Yu-Hsiang Wang, Andrew Bai, Che-Ping Tsai

Jun 17, 2025 ― 6 min read

Machine Learning Detecting Hallucinations in Language Models Efficiently

A new method addresses the challenge of detecting inaccuracies in AI-generated text.

Gabriel Y. Arteaga, Thomas B. Schön, Nicolas Pielawski

Jun 17, 2025 ― 6 min read

Machine Learning SDOoop: A New Approach to Streaming Data Analysis

SDOoop enhances real-time data analysis by detecting nuanced anomalies effectively.

Alexander Hartl, Félix Iglesias Vázquez, Tanja Zseby

Jun 17, 2025 ― 5 min read

Artificial Intelligence Improving Large Language Models with Modular Bricks

Exploring the efficiency and adaptability of language models through modular design.

Chaojun Xiao, Zhengyan Zhang, Chenyang Song

Jun 17, 2025 ― 6 min read

Machine Learning Innovative Approach to Time Series Classification: Introducing LITE

LITE offers a resource-efficient model for Time Series Classification with high accuracy.

Ali Ismail-Fawaz, Maxime Devanne, Stefano Berretti

Jun 17, 2025 ― 4 min read

Information Retrieval Enhancing E-commerce with Advanced Ranking Systems

A new ranking platform personalizes online shopping for better customer experiences.

Marjan Celikik, Jacek Wasilewski, Ana Peleteiro Ramallo

Jun 17, 2025 ― 4 min read

Machine Learning Physics-informed Neural Networks: A New Approach to Differential Equations

Innovative method combines machine learning and physics for solving differential equations.

Kai-liang Lu, Yu-meng Su, Zhuo Bi

Jun 17, 2025 ― 6 min read

Neural and Evolutionary Computing Introducing SNNAX: A New Tool for Simulating Spiking Neural Networks

SNNAX simplifies and accelerates the simulation of Spiking Neural Networks for researchers.

Jamie Lohoff, Jan Finkbeiner, Emre Neftci

Jun 17, 2025 ― 5 min read

Cryptography and Security Optimizing Machine Learning on Secure Hardware

Enhancing efficiency in secure processing of machine learning tasks.

Sarbartha Banerjee, Shijia Wei, Prakash Ramrakhyani

Jun 17, 2025 ― 6 min read

Machine Learning Advancements in Reinforcement Learning with Probabilistic Reward Machines

A novel algorithm enhances decision-making in complex environments using historical data.

Xiaofeng Lin, Xuezhou Zhang

Jun 17, 2025 ― 5 min read

Machine Learning Advancing Offline Learning in RDPs

New techniques enhance offline learning for Regular Decision Processes in complex environments.

Ahana Deb, Roberto Cipollone, Anders Jonsson

Jun 17, 2025 ― 5 min read

Machine Learning Advancements in Train Maintenance through Automation

Automated systems improve train diagnostics, leading to faster repairs and fewer delays.

Georges Tod, Jean Bruggeman, Evert Bevernage

Jun 17, 2025 ― 6 min read

Signal Processing Improving Image Reconstruction with Parseval CNNs

Learn how Parseval operators enhance image processing in CNNs.

Michael Unser, Stanislas Ducotterd

Jun 17, 2025 ― 5 min read

Machine Learning Advancements in Outlier Detection Techniques

New strategies for improved outlier detection are reshaping data analysis methods.

Seoyoung Cho, Jaesung Hwang, Kwan-Young Bak

Jun 17, 2025 ― 6 min read

Signal Processing Enhancing Generalization in Graph Neural Networks

Learn how GNNs can better generalize to unseen data.

Zhiyang Wang, Juan Cervino, Alejandro Ribeiro

Jun 17, 2025 ― 5 min read

Information Retrieval Revolutionizing Fashion Recommendations with Geometry

A new model enhances fashion item suggestions using geometry and visual data.

Ryotaro Shimizu, Yu Wang, Masanari Kimura

Jun 17, 2025 ― 4 min read

Computer Vision and Pattern Recognition Estimating Health Through Handwriting Analysis

A new method predicts BMI using handwriting styles and deep learning.

N. T. Diba, N. Akter, S. A. H. Chowdhury

Jun 17, 2025 ― 6 min read