Machine Learning

Machine Learning Predicting Network Traffic with Nature's Wisdom

Innovative models inspired by biology reshape energy-efficient network traffic prediction.

Theodoros Tsiolakis, Nikolaos Pavlidis, Vasileios Perifanis

2025-01-30T12:58:30+00:00 ― 5 min read

Machine Learning Advancements in Fluid Dynamics with Dyn-cGAN

Discover how Dyn-cGAN transforms fluid behavior prediction using AI.

Abdolvahhab Rostamijavanani, Shanwu Li, Yongchao Yang

2025-01-30T10:29:00+00:00 ― 6 min read

Machine Learning Understanding Feature-Based Explanations in Machine Learning

Learn how feature-based explanations clarify machine learning predictions.

Fabian Fumagalli, Maximilian Muschalik, Eyke Hüllermeier

2025-01-30T10:16:11+00:00 ― 6 min read

Machine Learning BEE: A New Way to Explain AI Decisions

BEE offers fresh insights into AI decision-making through diverse baselines.

Oren Barkan, Yehonatan Elisha, Jonathan Weill

2025-01-30T07:21:27+00:00 ― 6 min read

Machine Learning HPCNeuroNet: A Game Changer in Particle Physics Data Analysis

HPCNeuroNet improves particle physics data processing with advanced computing techniques.

Murat Isik, Hiruna Vishwamith, Jonathan Naoukin

2025-01-30T06:30:10+00:00 ― 5 min read

Machine Learning Cardiovascular Modeling: A New Approach to Heart Health

Learn how advanced modeling techniques are transforming cardiovascular care.

Laura Manduchi, Antoine Wehenkel, Jens Behrmann

2025-01-30T05:42:24+00:00 ― 7 min read

Machine Learning Mastering Complex Distributions with Normalizing Flows and MCMC

Learn how normalizing flows enhance MCMC sampling for complex data.

David Nabergoj, Erik Štrumbelj

2025-01-30T05:11:00+00:00 ― 4 min read

Geophysics Understanding Climate Change Through Essential Variables

Explore how essential climate variables and uncertainty shape our understanding of climate change.

Junyang Gou, Arnt-Børre Salberg, Mostafa Kiani Shahvandi

2025-01-30T04:54:38+00:00 ― 6 min read

Cryptography and Security TCNs: The Future of Network Security

Temporal Convolutional Networks excel in detecting network intrusions amid rising cyber threats.

Rukmini Nazre, Rujuta Budke, Omkar Oak

2025-01-30T04:08:51+00:00 ― 7 min read

Machine Learning New Model Predicts Earthquake Ground Motion

Scientists develop a model to improve earthquake data collection and safety.

Jaeheun Jung, Jaehyuk Lee, Chang-Hae Jung

2025-01-30T03:19:06+00:00 ― 7 min read

Artificial Intelligence MPERL: A Smart Method for Classifying Knowledge Graphs

A new approach improves classification in knowledge graphs using GCNs and Markov processes.

Johannes Mäkelburg, Yiwen Peng, Mehwish Alam

2025-01-30T02:32:33+00:00 ― 7 min read

Machine Learning Improving AI Reasoning: The Role of Self-Correction

Research shows how self-correction can enhance the reasoning abilities of AI models.

Huchen Jiang, Yangyang Ma, Chaofan Ding

2025-01-29T20:55:30+00:00 ― 5 min read

Machine Learning Personalized Knowledge Graphs: APEX Unleashed

Discover how APEX personalizes knowledge for evolving user interests.

Zihao Li, Dongqi Fu, Mengting Ai

2025-01-29T13:42:09+00:00 ― 7 min read

Machine Learning Speedy Synthesizer: The Future of Program Synthesis

Discover the innovative speedy synthesizer transforming program synthesis with constant-delay efficiency.

Théo Matricon, Nathanaël Fijalkow, Guillaume Lagarde

2025-01-29T11:17:42+00:00 ― 7 min read

Machine Learning Revolutionizing Software Defect Prediction with FedDP

FedDP improves software defect predictions while ensuring data privacy.

Yuying Wang, Yichen Li, Haozhao Wang

2025-01-29T09:41:24+00:00 ― 5 min read

Machine Learning Fast Tracking AI: RoPE Attention Mechanisms

New methods improve RoPE attention, speeding up AI computations significantly.

Yifang Chen, Jiayan Huo, Xiaoyu Li

2025-01-29T08:53:15+00:00 ― 5 min read

Machine Learning FedLEC: A New Approach to Label Skews in AI

FedLEC improves federated learning performance by addressing label skews effectively.

Di Yu, Xin Du, Linshan Jiang

2025-01-29T06:28:48+00:00 ― 6 min read

Machine Learning Generative Models: Crafting New Data Realities

Explore the creative power of generative models in AI and their diverse applications.

Jathin Korrapati, Tanish Baranwal, Rahul Shah

2025-01-29T03:42:30+00:00 ― 6 min read

Machine Learning Unlocking the Secrets of Tensor Recovery

Discover the innovative methods for recovering tensors from limited data.

Tongle Wu, Ying Sun, Jicong Fan

2025-01-29T01:39:54+00:00 ― 6 min read

Machine Learning ERGNN: A Fresh Approach to Graph Neural Networks

Introducing ERGNN, a new method improving graph neural networks with rational filters.

Guoming Li, Jian Yang, Shangsong Liang

2025-01-29T01:02:40+00:00 ― 5 min read

Computer Vision and Pattern Recognition Transforming 3D Modeling with ObitoNet

ObitoNet enhances point cloud data using images for better 3D representations.

Apoorv Thapliyal, Vinay Lanka, Swathi Baskaran

2025-01-29T00:03:36+00:00 ― 7 min read

Software Engineering The Impact of Input Order on LLMs in Fault Localization

Discover how input order affects LLM performance in software bug detection.

Md Nakhla Rafi, Dong Jae Kim, Tse-Hsun Chen

2025-01-28T23:15:27+00:00 ― 7 min read

Computer Vision and Pattern Recognition AI's New Path to Understanding Shapes

Researchers strive for AI models that learn to combine shapes and colors like humans.

Milton L. Montero, Jeffrey S. Bowers, Gaurav Malhotra

2025-01-28T22:27:18+00:00 ― 6 min read

Machine Learning Fast Family Column Generation: A Game Changer in Optimization

FFCG offers a quicker, smarter way to tackle complex optimization problems.

Yi-Xiang Hu, Feng Wu, Shaoang Li

2025-01-28T22:22:50+00:00 ― 6 min read

Machine Learning Predicting Complex Systems Without Full Connections

A new method reveals how to predict network behaviors with incomplete information.

Yanna Ding, Zijie Huang, Malik Magdon-Ismail

2025-01-28T21:39:09+00:00 ― 6 min read

Machine Learning Revolutionizing Recommendations: A New Approach

A smarter method for understanding user preferences in signed bipartite graphs.

Gyeongmin Gu, Minseo Jeon, Hyun-Je Song

2025-01-28T20:02:51+00:00 ― 6 min read

Machine Learning Protecting Patient Data: The Threat of SurvAttack

SurvAttack highlights risks in survival models and the need for stronger defenses in healthcare.

Mohsen Nayebi Kerdabadi, Arya Hadizadeh Moghaddam, Bin Liu

2025-01-28T17:38:24+00:00 ― 6 min read

Computer Vision and Pattern Recognition STITCH: A Game Changer in Surface Reconstruction

Discover how STITCH improves 3D modeling from point clouds.

Anushrut Jignasu, Ethan Herron, Zhanhong Jiang

2025-01-28T15:13:57+00:00 ― 5 min read

Robotics Speeding Up Robot Responses with Smart Systems

A new LLM system enhances robot task speed and efficiency.

Neiwen Ling, Guojun Chen, Lin Zhong

2025-01-28T14:25:48+00:00 ― 5 min read

Machine Learning Automated Red Teaming: Securing AI with Creativity

Discover how automated red teaming enhances AI security through creative challenges.

Alex Beutel, Kai Xiao, Johannes Heidecke

2025-01-28T13:37:39+00:00 ― 6 min read

Computation and Language Teaching AI to Negotiate Like a Pro

AgreeMate trains AI to negotiate deals using natural language skills.

Ainesh Chatterjee, Samuel Miller, Nithin Parepally

2025-01-28T12:49:30+00:00 ― 6 min read

Computers and Society Fair Algorithms: Striving for Equality in Decision-Making

Discover the challenges and solutions for creating fair algorithms in decision-making.

Benjamin Laufer, Manisch Raghavan, Solon Barocas

2025-01-28T12:29:32+00:00 ― 6 min read

Machine Learning The Science Behind Our Emotional Reactions

How brainwaves reveal human traits and emotional responses.

Md Mirajul Islam, Md Nahiyan Uddin, Maoyejatun Hasana

2025-01-28T11:56:30+00:00 ― 6 min read

Computation and Language Revolutionizing AI with Dynamic Graphs

Dynamic graphs enhance AI's language understanding and response generation.

Karishma Thakrar

2025-01-28T08:00:36+00:00 ― 5 min read

Machine Learning Harnessing Data Across Different Sources

Learn how heterogeneous transfer learning improves predictions using diverse datasets.

Jae Ho Chang, Massimiliano Russo, Subhadeep Paul

2025-01-28T07:24:21+00:00 ― 6 min read

Hardware Architecture Reducing Lookup Tables for Better Neural Networks

A new method optimizes lookup tables using 'don't care' conditions.

Oliver Cassidy, Marta Andronic, Samuel Coward

2025-01-28T05:36:09+00:00 ― 6 min read

Machine Learning Securing Graph Data with Federated Learning

FedGIG tackles privacy risks in graph data training.

Tianzhe Xiao, Yichen Li, Yining Qi

2025-01-28T01:35:24+00:00 ― 5 min read

Machine Learning Federated Learning: A Safe Approach to AI Training

Learn how federated learning enhances data privacy during AI model training.

Kunal Bhatnagar, Sagana Chattanathan, Angela Dang

2025-01-28T00:47:15+00:00 ― 6 min read

Machine Learning Federated Learning: Keeping Secrets While Collaborating

Learn how devices can share knowledge without exposing personal data.

Honggu Kang, Seohyeon Cha, Joonhyuk Kang

2025-01-27T21:34:39+00:00 ― 8 min read

Computation and Language Rethinking LLMs: The Need for Causal Reasoning

Causal reasoning is key for LLMs to excel in real-world applications.

Ruibo Tu, Hedvig Kjellström, Gustav Eje Henter

2025-01-27T21:13:59+00:00 ― 6 min read

Computer Science - Machine Learning