Computer Science - Machine Learning

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Machine Learning Introducing COG: A New Method for Generative Models

COG improves blending of latent variables in generative models.

Erik Bodin, Carl Henrik Ek, Henry Moss

Jun 17, 2025 ― 5 min read

Computer Vision and Pattern Recognition New Method for Assessing Parkinson's Tremor

A deep learning model improves tremor assessment for Parkinson's disease.

Felipe Duque-Quiceno, Grzegorz Sarapata, Yuriy Dushin

Jun 17, 2025 ― 5 min read

Distributed, Parallel, and Cluster Computing Making Large Language Models Smaller

Learn how model compression improves efficiency of large language models.

Dong Liu

Jun 17, 2025 ― 5 min read

Machine Learning Leveraging LLMs for Anomaly Detection

Exploring how LLMs can identify unusual data instances effectively.

Ruiyao Xu, Kaize Ding

Jun 17, 2025 ― 6 min read

Machine Learning Fast Learning in Restless Bandits

Methods for improving decision-making speed in restless multi-armed bandits.

Parvish Kakarapalli, Devendra Kayande, Rahul Meshram

Jun 17, 2025 ― 5 min read

Computation and Language Evaluating Medical Q&A Systems with AI Assistance

Large Language Models improve efficiency in medical answer evaluations.

Jack Krolik, Herprit Mahal, Feroz Ahmad

Jun 17, 2025 ― 6 min read

Machine Learning Improving Information Retrieval with Corrector Networks

A new approach to enhance training for retrieval models using corrector networks.

Nicholas Monath, Will Grathwohl, Michael Boratko

Jun 17, 2025 ― 5 min read

Optimization and Control Optimal Stopping Problems and Reinforcement Learning

Examining how entropy regularization enhances decision-making in uncertain environments.

Jodi Dianetti, Giorgio Ferrari, Renyuan Xu

Jun 17, 2025 ― 5 min read

Artificial Intelligence Teaching Robots Through Compositional Reinforcement Learning

Learn how breaking tasks helps robots train efficiently.

Georgios Bakirtzis, Michail Savvas, Ruihan Zhao

Jun 17, 2025 ― 8 min read

Machine Learning Advancements in Time Series Analysis with State Space Learning

State Space Learning enhances time series analysis through improved accuracy and flexibility.

André Ramos, Davi Valladão, Alexandre Street

Jun 17, 2025 ― 5 min read

Machine Learning FC-KAN: A New Approach in Image Classification

FC-KAN improves image analysis through smart function combinations.

Hoang-Thang Ta, Duy-Quy Thai, Abu Bakar Siddiqur Rahman

Jun 17, 2025 ― 5 min read

Optimization and Control Stabilizing Bilevel Optimization for Real-World Applications

A new approach to enhance stability in bilevel optimization problems.

Johannes O. Royset

Jun 17, 2025 ― 4 min read

Machine Learning Advancements in Predicting Mutagenicity Using Machine Learning

A new model enhances the prediction of harmful compounds in drug development.

Tanya Liyaqat, Tanvir Ahmad, Mohammad Kashif

Jun 17, 2025 ― 9 min read

Machine Learning Identifying Anomalies in Manufacturing Data

This article discusses outlier detection in time series data using machine learning.

Patrick Knab, Sascha Marton, Christian Bartelt

Jun 17, 2025 ― 6 min read

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