Computer Science - Machine Learning

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Machine Learning Active Learning: Machines that Choose Wisely

Machines learn efficiently by selecting the most useful data for training.

Frederik Eaton

2025-04-27T07:33:45+00:00 ― 7 min read

Latest Articles

Artificial Intelligence Understanding Free Energy Projective Simulation (FEPS)

FEPS helps robots learn and adapt, mimicking human behavior.

Joséphine Pazem, Marius Krumm, Alexander Q. Vining

2025-04-26T23:35:15+00:00 ― 5 min read

Cryptography and Security Protecting Privacy in the Digital Age

Inference Privacy safeguards personal data during digital interactions.

Fengwei Tian, Ravi Tandon

2025-04-26T23:33:54+00:00 ― 6 min read

Digital Libraries AI Research: Shifts, Trends, and Future Directions

Stay updated on the latest in AI research, models, and trends.

Christoph Leiter, Jonas Belouadi, Yanran Chen

2025-04-26T23:29:45+00:00 ― 7 min read

Computers and Society Rashomon Effect: Multiple Views in Education

Different models reveal unique insights into student success factors.

Jakub Kuzilek, Mustafa Çavuş

2025-04-26T22:52:00+00:00 ― 8 min read

Computer Vision and Pattern Recognition Revolutionizing Hand Tracking with EMG2Pose

EMG2Pose dataset transforms how devices understand hand movements.

Sasha Salter, Richard Warren, Collin Schlager

2025-04-26T21:36:30+00:00 ― 5 min read

Machine Learning Revolutionizing Rain Predictions in South America

DYffCast offers advanced forecasts to tackle heavy rainfall challenges in South America.

Daniel Seal, Rossella Arcucci, Salva Rühling-Cachay

2025-04-26T20:58:45+00:00 ― 6 min read

Systems and Control Advancements in Ankle Exoskeleton Technology

New sensors help ankle exoskeletons improve mobility for those in need.

Silas Ruhrberg Estévez, Josée Mallah, Dominika Kazieczko

2025-04-26T19:41:30+00:00 ― 7 min read

Machine Learning Physics-Informed DeepONets: A New Approach to Solving Equations

Learn how neural networks tackle complex math problems using physics.

Emily Williams, Amanda Howard, Brek Meuris

2025-04-26T19:23:18+00:00 ― 5 min read

Machine Learning Predicting Human Mobility Through Public Events

Learn how events shape human movement using news data.

Xiaojie Yang, Hangli Ge, Jiawei Wang

2025-04-26T19:05:30+00:00 ― 6 min read

Machine Learning Making Adam Work Smarter in Deep Learning

Learn how to improve Adam's performance with better initialization strategies.

Abulikemu Abuduweili, Changliu Liu

2025-04-26T18:27:45+00:00 ― 6 min read

Robotics SparseGrasp: Transforming Robotic Grasping

Robots learn to grasp objects quickly with SparseGrasp, using minimal images.

Junqiu Yu, Xinlin Ren, Yongchong Gu

2025-04-26T17:12:15+00:00 ― 7 min read

Image and Video Processing Innovative Techniques Boost Heart Health Imaging

New methods improve image analysis for heart condition classification.

Nourelhouda Groun, Maria Villalba-Orero, Lucia Casado-Martin

2025-04-26T15:49:20+00:00 ― 7 min read

Artificial Intelligence Revolutionizing AI in Gaming with PGT

A method making game agents smarter and instruction-following easier.

Guangyu Zhao, Kewei Lian, Haowei Lin

2025-04-26T15:19:00+00:00 ― 5 min read

Optimization and Control Improving Mixed Integer Linear Programming with Machine Learning

A new approach to enhance MILP solutions using graph neural networks.

Lara Scavuzzo, Karen Aardal, Neil Yorke-Smith

2025-04-26T15:12:42+00:00 ― 7 min read

Machine Learning ILASH: A Greener Future for AI

New system ILASH reduces energy use and emissions in AI models.

Md Hafizur Rahman, Md Mashfiq Rizvee, Sumaiya Shomaji

2025-04-26T14:03:30+00:00 ― 6 min read

Machine Learning Boosting Predictions: The Role of Data Augmentation in Learning Analytics

Discover how data augmentation enhances predictive models in education.

Valdemar Švábenský, Conrad Borchers, Elizabeth B. Cloude

2025-04-26T12:10:15+00:00 ― 6 min read

General Relativity and Quantum Cosmology Listening to the Universe: Gravitational Waves

Scientists use machine learning to detect gravitational waves from space events.

Ammar Fayad

2025-04-26T11:50:24+00:00 ― 5 min read

Machine Learning Advancements in State-Space Modeling with Particle Filters

New methods enhance predictions in complex systems using state-space models.

Benjamin Cox, Santiago Segarra, Victor Elvira

2025-04-26T11:37:30+00:00 ― 6 min read

Quantum Physics Examining the Role of Randomness in Quantum Machine Learning

A look into how data randomness affects classification in quantum machine learning.

Berta Casas, Xavier Bonet-Monroig, Adrián Pérez-Salinas

2025-04-26T11:12:57+00:00 ― 8 min read

Machine Learning Transforming Finance: The Rise of TKGMLP

A new model improves financial data analysis and predictions.

Mingming Zhang, Jiahao Hu, Pengfei Shi

2025-04-26T10:54:45+00:00 ― 6 min read

Quantum Physics Harnessing Transformers for Quantum Control

Transformers improve feedback and control in quantum technology, enhancing stability and performance.

Pranav Vaidhyanathan, Florian Marquardt, Mark T. Mitchison

2025-04-26T10:35:30+00:00 ― 6 min read

Machine Learning Optimizing Complexity: The SOBBO Approach

A new method offers solutions for optimizing complex processes using historical data.

Juncheng Dong, Zihao Wu, Hamid Jafarkhani

2025-04-26T10:17:00+00:00 ― 6 min read

Machine Learning Improving Precision Matrix Estimation with Transfer Learning

A novel method enhances precision matrix estimation using limited data through transfer learning.

Boxin Zhao, Cong Ma, Mladen Kolar

2025-04-26T07:38:15+00:00 ― 6 min read

Computer Vision and Pattern Recognition Transforming 2D Images into 3D Models

Learn how smaller models are reshaping 3D reconstruction from images.

Aditya Dutt, Ishikaa Lunawat, Manpreet Kaur

2025-04-26T05:52:45+00:00 ― 7 min read

Machine Learning EEG-GraphAdapter: A New Tool for Brain Data Analysis

EGA simplifies EEG data analysis, improving efficiency and accuracy.

Toyotaro Suzumura, Hiroki Kanezashi, Shotaro Akahori

2025-04-26T04:12:50+00:00 ― 7 min read

Machine Learning Reinforcement Learning Meets Game Theory: A New Approach

Combining RL and game theory leads to smarter decision-making algorithms.

Ryan Yu, Mateusz Nowak, Qintong Xie

2025-04-26T03:59:30+00:00 ― 5 min read

Machine Learning Understanding Collaborative Learning Through Multimodal Data

A study reveals how students interact in collaborative learning environments.

Lixiang Yan, Dragan Gašević, Linxuan Zhao

2025-04-26T03:39:00+00:00 ― 5 min read

Machine Learning Spotting Cheaters in Machine Learning Systems

Learn how to identify those gaming machine learning models for unfair advantage.

Trenton Chang, Lindsay Warrenburg, Sae-Hwan Park

2025-04-26T02:44:00+00:00 ― 6 min read

Neurons and Cognition Decoding Brain Dynamics: New Insights from Latent SDEs

Researchers use latent SDEs to uncover the hidden dynamics of brain activity.

Ahmed ElGazzar, Marcel van Gerven

2025-04-26T02:20:56+00:00 ― 8 min read

Machine Learning The Rise of Reward Models in AI

Discover how reward models are changing the way machines learn and perform.

Lifan Yuan, Wendi Li, Huayu Chen

2025-04-26T01:28:30+00:00 ― 7 min read

Machine Learning Filling the Gaps: The Future of Data Imputation

Discover how FGATT tackles missing data in wireless networks.

Jinming Xing, Ruilin Xing, Yan Sun

2025-04-26T00:50:45+00:00 ― 6 min read

Machine Learning Introducing the Haar-Laplacian: A New Tool for Directed Graphs

A fresh approach to analyzing connections in directed graphs.

Theodor-Adrian Badea, Bogdan Dumitrescu

2025-04-25T23:39:45+00:00 ― 5 min read

Machine Learning Reevaluating Similarity Search: Is Simplicity Better?

A study reveals simpler methods may outperform complex algorithms in similarity search.

Blaise Munyampirwa, Vihan Lakshman, Benjamin Coleman

2025-04-25T21:04:15+00:00 ― 6 min read

Artificial Intelligence Unlocking the Mystery of Higher-Dimensional Sliding Puzzles

Dive into the fascinating world of complex sliding puzzles and problem-solving methods.

Nono SC Merleau, Miguel O'Malley, Érika Roldán

2025-04-25T20:26:30+00:00 ― 6 min read

Machine Learning Cross-Domain Adaptation with GANs: A New Approach

Discover a method to help models adapt to new data without extensive retraining.

Manpreet Kaur, Ankur Tomar, Srijan Mishra

2025-04-25T19:48:45+00:00 ― 7 min read

Risk Management FE-GAN: A New Tool for Financial Risk Assessment

FE-GAN provides improved predictions for financial risk management using historical data.

Ling Chen

2025-04-25T19:40:30+00:00 ― 7 min read

Machine Learning Collaborative Genius: The Rise of MALT

Discover how MALT enhances problem-solving through teamwork among language models.

Sumeet Ramesh Motwani, Chandler Smith, Rocktim Jyoti Das

2025-04-25T18:33:15+00:00 ― 6 min read

Machine Learning Reducing Redundancy in Self-Supervised Learning

Learn how reducing redundancy boosts self-supervised learning models' efficiency.

David Zollikofer, Béni Egressy, Frederik Benzing

2025-04-25T17:55:30+00:00 ― 6 min read

Machine Learning Strengthening the Electricity Grid Against Climate Change

A smart system improves grid resilience to extreme weather events.

Anmol Dwivedi, Ali Tajer, Santiago Paternain

2025-04-25T16:36:20+00:00 ― 8 min read

Computer Vision and Pattern Recognition The Future of AI-Driven Image Creation

Discover how AI transforms text into stunning images with cutting-edge technology.

Zeyi Sun, Ziyang Chu, Pan Zhang

2025-04-25T16:02:15+00:00 ― 7 min read