Computer Science - Machine Learning

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Machine Learning Efficient Parameter Estimation with Embed and Emulate

A new approach for faster parameter estimation in complex systems using simulations.

Ruoxi Jiang, Peter Y. Lu, Rebecca Willett

2025-05-30T04:45:02+00:00 ― 6 min read

Databases Simplifying Database Queries with LLMSteer

LLMSteer improves query optimization using language models for faster, simpler data access.

Peter Akioyamen, Zixuan Yi, Ryan Marcus

2025-05-30T04:43:30+00:00 ― 6 min read

Machine Learning Using Satellite Data to Tackle Poverty

Researchers leverage satellite data for better analysis of poverty levels worldwide.

Mohammad Kakooei, Klaudia Solska, Adel Daoud

2025-05-30T04:17:24+00:00 ― 4 min read

Hardware Architecture Advancements in Spiking Neural Networks

New accelerator improves efficiency in spiking neural networks for dynamic data processing.

Deepika Sharma, Shubham Negi, Trishit Dutta

2025-05-30T04:04:21+00:00 ― 6 min read

Numerical Analysis Using Neural Networks to Solve Complex PDEs

Learn how neural networks can tackle partial differential equations effectively.

Joost A. A. Opschoor, Philipp C. Petersen, Christoph Schwab

2025-05-30T03:33:57+00:00 ― 6 min read

Multiagent Systems Improving AI Communication with DroidSpeak

DroidSpeak speeds up interactions between AI agents for better efficiency.

Yuhan Liu, Esha Choukse, Shan Lu

2025-05-30T03:25:12+00:00 ― 6 min read

Machine Learning Addressing Confirmation Bias in Semi-Supervised Learning

A framework to balance pseudo-label learning in machine learning.

Yu Wang, Yuxuan Yin, Peng Li

2025-05-30T03:22:24+00:00 ― 5 min read

Machine Learning Tackling Forgetting in AI with SoTU

A look at continual learning and innovative methods to retain knowledge in AI models.

Kun-Peng Ning, Hai-Jian Ke, Yu-Yang Liu

2025-05-30T02:59:06+00:00 ― 7 min read

Computers and Society Reinforcement Learning and South Africa's Just Transition

How AI can support South Africa's effort for a sustainable future.

Claude Formanek, Callum Rhys Tilbury, Jonathan P. Shock

2025-05-30T02:33:00+00:00 ― 5 min read

Machine Learning Improving Forecast Stability in Supply Chains

A method to enhance stability in forecasts while maintaining accuracy in business planning.

Daan Caljon, Jeff Vercauteren, Simon De Vos

2025-05-30T01:59:46+00:00 ― 6 min read

Computers and Society Machine Learning's Role in Mental Health Care

Exploring the potential of machine learning in improving mental health services.

Soaad Hossain, James Rasalingam, Arhum Waheed

2025-05-30T01:53:51+00:00 ― 6 min read

Machine Learning Advancements in Neural Architecture Search

Innovative methods for improving neural networks with less computing power.

Neal Lawton, Aram Galstyan, Greg Ver Steeg

2025-05-30T01:40:48+00:00 ― 8 min read

Machine Learning Predictive Maintenance: Keeping Machines Running Smoothly

Learn how predictive maintenance prevents equipment failures using synthetic data.

Andrew Thompson, Alexander Sommers, Alicia Russell-Gilbert

2025-05-30T01:27:45+00:00 ― 6 min read

Machine Learning Neural Precision Polarization: A Smarter Approach

Learn how neural precision polarization boosts device efficiency while maintaining accuracy.

Dinithi Jayasuriya, Nastaran Darabi, Maeesha Binte Hashem

2025-05-30T01:01:39+00:00 ― 6 min read

Machine Learning FLEXtime: A New Method for Explaining Time Series Predictions

FLEXtime provides clearer insights into time series data predictions.

Thea Brüsch, Kristoffer K. Wickstrøm, Mikkel N. Schmidt

2025-05-30T00:48:36+00:00 ― 7 min read

Machine Learning Improving Solutions to Partial Differential Equations with DPNO

DPNO enhances the accuracy and efficiency of solving complex PDEs using parallel processing.

Qinglong Ma, Peizhi Zhao, Sen Wang

2025-05-30T00:40:49+00:00 ― 4 min read

Machine Learning Learning from Unnormalized Distributions: Overview and Techniques

This article discusses methods for learning unnormalized distributions using noise-contrastive estimation.

J. Jon Ryu, Abhin Shah, Gregory W. Wornell

2025-05-30T00:37:08+00:00 ― 5 min read

Computer Vision and Pattern Recognition Balancing Stability and Fidelity in Saliency Maps

This research examines the trade-off between stability and fidelity in saliency maps.

Zhuorui Ye, Farzan Farnia

2025-05-30T00:35:33+00:00 ― 4 min read

Image and Video Processing Advancements in Generative AI for Cancer Research

A new framework enhances GANs for generating histopathology images.

Osama Mustafa

2025-05-30T00:31:21+00:00 ― 6 min read

Computation and Language Simplifying Business Searches with Natural Language

Natural language search transforms how businesses find information quickly.

Jesse Yao, Saurav Acharya, Priyaranjan Parida

2025-05-30T00:22:30+00:00 ― 6 min read

Machine Learning Addressing the Stability Gap in Machine Learning

Research shows how NMC can improve machine learning adaptability.

Wojciech Łapacz, Daniel Marczak, Filip Szatkowski

2025-05-29T23:30:18+00:00 ― 6 min read

Machine Learning New Framework to Improve Machine Learning Adaptability

A graph-based approach to enhance machine learning in dynamic environments.

Han Wang, Yixuan Li

2025-05-29T23:14:30+00:00 ― 6 min read

Image and Video Processing Making AI More Understandable in Medical Imaging

New methods improve transparency in AI decisions for medical image analysis.

Tillmann Rheude, Andreas Wirtz, Arjan Kuijper

2025-05-29T23:11:10+00:00 ― 5 min read

Machine Learning Understanding Large Language Models

A straightforward look at large language models and their workings.

Usha Bhalla, Suraj Srinivas, Asma Ghandeharioun

2025-05-29T23:04:12+00:00 ― 5 min read

Machine Learning Advancements in Event Prediction Frameworks

A new model improves efficiency in predicting events over time.

Aristeidis Panos

2025-05-29T21:51:52+00:00 ― 8 min read

Systems and Control Using Echo State Networks in Model Predictive Control

Echo State Networks enhance Model Predictive Control in various complex systems.

Jan P. Williams, J. Nathan Kutz, Krithika Manohar

2025-05-29T21:47:41+00:00 ― 6 min read

Machine Learning The Challenge of Unlearning in AI Models

Unlearning helps AI models forget specific information without losing critical skills.

Teodora Baluta, Pascal Lamblin, Daniel Tarlow

2025-05-29T21:32:51+00:00 ― 7 min read

Machine Learning Filling Gaps in Travel Data with TrajGPT

TrajGPT improves journey predictions using GPS data, enhancing urban planning and public health responses.

Shang-Ling Hsu, Emmanuel Tung, John Krumm

2025-05-29T21:06:45+00:00 ― 6 min read

Machine Learning Addressing Bias in Graph Neural Networks

This article discusses fairness issues in Graph Neural Networks and introduces a new method.

Yonas Sium, Qi Li

2025-05-29T20:53:42+00:00 ― 7 min read

Quantitative Methods Understanding Shapley Values in DNA Profiling

Shapley values enhance decision-making in DNA profiling and related fields.

Lauren Elborough, Duncan Taylor, Melissa Humphries

2025-05-29T20:29:14+00:00 ― 6 min read

Machine Learning Managing Noise in Artificial Neural Networks

Learn how noise affects neural networks and explore strategies to mitigate its impact.

Nadezhda Semenova, Daniel Brunner

2025-05-29T20:27:36+00:00 ― 6 min read

Machine Learning Reducing Errors in Machine Learning with Abstention

A closer look at how abstention improves machine learning accuracy and reliability.

Hailey Joren, Charles Marx, Berk Ustun

2025-05-29T20:01:30+00:00 ― 8 min read

Machine Learning Understanding Precision in Language Model Training

Precision impacts the effectiveness and cost of language model training.

Tanishq Kumar, Zachary Ankner, Benjamin F. Spector

2025-05-29T19:22:21+00:00 ― 6 min read

Machine Learning Neural Networks in High-Dimensional Data

Exploring how neural networks tackle high-dimensional challenges in classification tasks.

Andres Felipe Lerma-Pineda, Philipp Petersen, Simon Frieder

2025-05-29T19:06:36+00:00 ― 5 min read

Machine Learning Comparing LLMs and GBDT in Few-Shot Learning

A look at LLMs and GBDT in few-shot learning scenarios.

Carlos Huertas

2025-05-29T18:43:12+00:00 ― 7 min read

Machine Learning Enhancing Neural Performance Through Feature Learning

Research highlights how feature learning improves neural network performance effectively.

Blake Bordelon, Alexander Atanasov, Cengiz Pehlevan

2025-05-29T17:43:58+00:00 ― 7 min read

Machine Learning Machine Learning's Role in Predicting ICU Patient Outcomes

A new approach improves predictions for patient survival in intensive care.

Thomas Frost, Kezhi Li, Steve Harris

2025-05-29T17:37:57+00:00 ― 6 min read

Cryptography and Security Speeding Up Security Controls with AI

Using Generative AI to create security controls in minutes, not days.

Chen Ling, Mina Ghashami, Vianne Gao

2025-05-29T17:24:54+00:00 ― 8 min read

Machine Learning Navigating the Challenges of Multi-Label Classification

A look into extreme multi-label classification and its calibration strategies.

Nasib Ullah, Erik Schultheis, Jinbin Zhang

2025-05-29T16:58:48+00:00 ― 6 min read

Image and Video Processing Assessing Cow Teat Health with AI Technology

A new model improves assessment of cow teat health using digital images.

Minghao Wang

2025-05-29T16:30:15+00:00 ― 5 min read