Machine Learning

Machine Learning Simplifying Dynamic Networks: A Deeper Look

Understanding how to analyze ever-changing connections in complex networks.

Haixu Wang, Jiguo Cao, Jian Pei

2025-02-19T03:18:14+00:00 ― 6 min read

Machine Learning The Future of AI in Gaming

AI is changing video games, creating new experiences and engaging players like never before.

Markus Dablander

2025-02-19T01:38:06+00:00 ― 6 min read

Computation and Language Controlling Output Length in Language Models

A new framework helps language models generate precise responses.

Seoha Song, Junhyun Lee, Hyeonmok Ko

2025-02-18T21:37:21+00:00 ― 6 min read

Machine Learning Optimizing Wastewater Treatment with Machine Learning

Using machine learning to enhance nitrogen removal in wastewater treatment plants.

Eivind Bøhn, Sølve Eidnes, Kjell Rune Jonassen

2025-02-18T20:49:12+00:00 ― 6 min read

Cryptography and Security Enhancing Network Security with Flow Exporters

Learn how flow exporters improve datasets for machine learning in intrusion detection.

Daniela Pinto, João Vitorino, Eva Maia

2025-02-18T20:01:03+00:00 ― 8 min read

Machine Learning Ensuring Safety in AI Technology

Understanding AI safety concerns and their impact on daily life.

Ronald Schnitzer, Lennart Kilian, Simon Roessner

2025-02-18T19:12:54+00:00 ― 8 min read

Machine Learning Transforming AI: Personalization Through Few-Shot Alignment

AI adapts to individual preferences using fewer examples, enhancing user interactions.

Katarzyna Kobalczyk, Claudio Fanconi, Hao Sun

2025-02-18T16:48:27+00:00 ― 7 min read

Computation and Language Teaching AI to Connect the Dots in Causation

A new method boosts AI's understanding of cause and effect.

Eleni Sgouritsa, Virginia Aglietti, Yee Whye Teh

2025-02-18T13:35:51+00:00 ― 5 min read

Computer Vision and Pattern Recognition Unlocking the Secrets of Knowledge Distillation

Learn how small models gain strength from their larger mentors.

Gereziher Adhane, Mohammad Mahdi Dehshibi, Dennis Vetter

2025-02-18T11:59:33+00:00 ― 7 min read

Machine Learning Predicting Air Quality: The Future of PM Forecasting

Learn how scientists forecast fine particulate matter levels in air.

Malay Pandey, Vaishali Jain, Nimit Godhani

2025-02-18T11:11:24+00:00 ― 7 min read

Computation and Language Bridging Languages: The LYRA Project

LYRA enhances translation for rare languages like Monégasque, ensuring no voice is left unheard.

Ibrahim Merad, Amos Wolf, Ziad Mazzawi

2025-02-18T09:35:06+00:00 ― 7 min read

Machine Learning Transforming Fluid Dynamics with Machine Learning

Researchers use machine learning to improve understanding of fluid dynamics for real-world applications.

Yuqiu Liu, Jingxuan Xu, Mauricio Soroco

2025-02-18T07:10:39+00:00 ― 4 min read

Machine Learning Synthetic Heart Sounds: A New Frontier in Healthcare

Synthetic data generation enhances heart sound analysis for improved diagnostics.

Ainaz Jamshidi, Muhammad Arif, Sabir Ali Kalhoro

2025-02-18T03:59:24+00:00 ― 7 min read

Machine Learning The Trouble with SHAP Scores in AI

SHAP scores can mislead AI model predictions and decision-making.

Olivier Letoffe, Xuanxiang Huang, Joao Marques-Silva

2025-02-18T02:21:45+00:00 ― 5 min read

Computation and Language Reviving Low-Resource Languages with AI Learning

Innovative methods boost language models for low-resource languages like Nepali.

Sharad Duwal, Suraj Prasai, Suresh Manandhar

2025-02-18T01:33:36+00:00 ― 7 min read

Artificial Intelligence The Traveling Salesman Problem: A Route to Efficiency

Discover how TSP shapes logistics and machine learning advancements.

Mickael Basson, Philippe Preux

2025-02-17T23:57:18+00:00 ― 5 min read

Artificial Intelligence Advancing AI with Multi-Modality Learning

Revolutionizing how AI understands images and text for smarter systems.

Yuchong Geng, Ao Tang

2025-02-17T21:32:51+00:00 ― 8 min read

Information Retrieval Boost Your Image Searches with Smart Suggestions

Discover how cross-modal query suggestions enhance image search efficiency.

Giacomo Pacini, Fabio Carrara, Nicola Messina

2025-02-17T18:20:15+00:00 ― 6 min read

Machine Learning Revolutionizing Healthcare with Machine Learning Advances

Exploring breakthroughs in machine learning for personalized medicine and improved healthcare outcomes.

Gideon Vos, Liza van Eijk, Zoltan Sarnyai

2025-02-17T15:41:57+00:00 ― 10 min read

Machine Learning Mix-Layer Normalization: A New Step for LLMs

A fresh approach to improve large language models' performance.

Pengxiang Li, Lu Yin, Shiwei Liu

2025-02-17T12:43:12+00:00 ― 5 min read

Machine Learning Advancements in Continual Federated Learning

Discover how FedSSI improves machine learning without forgetting past knowledge.

Yichen Li, Yuying Wang, Tianzhe Xiao

2025-02-17T11:06:54+00:00 ― 6 min read

Machine Learning BetaExplainer: Shedding Light on GNNs

A new tool clarifies how graph neural networks make predictions.

Whitney Sloneker, Shalin Patel, Michael Wang

2025-02-17T10:36:46+00:00 ― 7 min read

Machine Learning Advancing Decision Trees: The ICoEvoRDF Method

A new method for improving decision trees in machine learning.

Adam Żychowski, Andrew Perrault, Jacek Mańdziuk

2025-02-17T08:42:27+00:00 ― 5 min read

Machine Learning Surrogate Models: Simplifying Complex Predictions

Learn how surrogate models help make sense of complex data.

Philipp Reiser, Paul-Christian Bürkner, Anneli Guthke

2025-02-17T05:31:35+00:00 ― 7 min read

Machine Learning Navigating Uncertainty in Machine Learning Models

Learn how separating uncertainty types aids decision-making in machine learning.

Navid Ansari, Hans-Peter Seidel, Vahid Babaei

2025-02-17T04:41:42+00:00 ― 5 min read

Robotics New Dataset Enhances Human-Robot Interaction

TH OR-MAGNI Act dataset improves robot predictions of human movements.

Tiago Rodrigues de Almeida, Tim Schreiter, Andrey Rudenko

2025-02-17T01:29:06+00:00 ― 7 min read

Machine Learning Optimizing CNNs for Small Devices

Techniques to improve CNN efficiency on resource-limited devices.

Muhammad Sohail Ibrahim, Muhammad Usman, Jeong-A Lee

2025-02-17T00:40:57+00:00 ― 6 min read

Methodology Understanding Causal Invariance Learning

A look into how we learn about cause and effect in various fields.

Zhenyu Wang, Yifan Hu, Peter Bühlmann

2025-02-17T00:26:24+00:00 ― 6 min read

Machine Learning Mastering Few-Shot Learning in Healthcare

Learn how Few-Shot Class-Incremental Learning shapes healthcare innovation.

Chenqi Li, Boyan Gao, Gabriel Jones

2025-02-16T23:04:39+00:00 ― 8 min read

Machine Learning Anomaly Detection: Keeping Systems on Track

Learn how anomaly detection safeguards complex systems and enhances efficiency.

Mulugeta Weldezgina Asres, Christian Walter Omlin, The CMS-HCAL Collaboration

2025-02-16T19:21:13+00:00 ― 6 min read

Machine Learning Optimizing Database Testing Through Automation

Revolutionizing database testing with machine learning and SQL analysis.

Neetha Jambigi, Joshua Hammesfahr, Moritz Mueller

2025-02-16T15:51:18+00:00 ― 7 min read

Computer Vision and Pattern Recognition Teaching Robots: Visual Learning vs. State Methods

A look into effective teaching methods for robots.

Tongzhou Mu, Zhaoyang Li, Stanisław Wiktor Strzelecki

2025-02-16T13:26:51+00:00 ― 6 min read

Networking and Internet Architecture 5G Technology: The Future of Connectivity

Discover how 5G technology connects our world while ensuring safety.

Joshua Groen, Simone Di Valerio, Imtiaz Karim

2025-02-16T12:30:36+00:00 ― 4 min read

Machine Learning The Art of Decision-Making in Groups

Explore how game theory shapes cooperative decision-making in everyday life.

Arne Gevaert, Yvan Saeys

2025-02-16T10:14:15+00:00 ― 9 min read

Machine Learning Reinforcement Learning: A Deep Dive

Explore how agents learn to make decisions through reinforcement learning.

Shreya Sinha Roy, Richard G. Everitt, Christian P. Robert

2025-02-16T09:10:51+00:00 ― 7 min read

Machine Learning New Method Boosts Biological Data Analysis

A novel framework improves understanding of complex biological systems using multi-omics data.

Sungdong Lee, Joshua Bang, Youngrae Kim

2025-02-16T04:05:40+00:00 ― 6 min read

Optimization and Control Solving the Weber Location Problem with New Strategies

Discover innovative methods to find optimal business locations effectively.

Zhao-Rong Lai, Xiaotian Wu, Liangda Fang

2025-02-16T03:15:30+00:00 ― 5 min read

Machine Learning Exposing the Hidden Vulnerabilities of Neural Networks

Neural networks are powerful but have critical weaknesses that can lead to errors.

Jun-Jie Zhang, Jiahao Song, Xiu-Cheng Wang

2025-02-16T02:07:52+00:00 ― 5 min read

Machine Learning Harnessing Machine Learning to Improve Air Quality Monitoring

This article discusses machine learning's role in predicting urban air quality levels.

Sen Yan, David J. O'Connor, Xiaojun Wang

2025-02-16T00:32:20+00:00 ― 7 min read

Machine Learning Kite Power: The Future of Wind Energy

Discover how kites are transforming renewable energy generation.

Lorenzo Basile, Maria Grazia Berni, Antonio Celani

2025-02-15T23:44:34+00:00 ― 6 min read

Computer Science - Machine Learning