Computer Science - Machine Learning

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Machine Learning Combining Machine Learning Models: Challenges and Strategies

Examining the merging of specialized machine learning models and their collaboration.

Jyothish Pari, Samy Jelassi, Pulkit Agrawal

2025-05-31T11:10:30+00:00 ― 6 min read

Machine Learning Learning Dynamics from Partial Observations in Complex Systems

Research on estimating dynamics from noisy and bilinear measurements.

Yahya Sattar, Yassir Jedra, Sarah Dean

2025-05-31T11:02:58+00:00 ― 6 min read

Machine Learning Advancing Language Model Steering with SAE-TS

A method to improve steering vector effectiveness in language models.

Sviatoslav Chalnev, Matthew Siu, Arthur Conmy

2025-05-31T10:57:27+00:00 ― 5 min read

Machine Learning Understanding Graph Neural Networks Through Probing Classifiers

New methods shed light on GNNs and their properties.

Tom Pelletreau-Duris, Ruud van Bakel, Michael Cochez

2025-05-31T10:05:15+00:00 ― 7 min read

Machine Learning Advancements in Federated Learning for Tumor Segmentation

FedPID enhances tumor segmentation while safeguarding patient data.

Leon Mächler, Gustav Grimberg, Ivan Ezhov

2025-05-31T09:52:12+00:00 ― 5 min read

Machine Learning Estimating Causal Effects: Weights and Representations

A deep dive into causal effects estimation through weights and learned representations.

Oscar Clivio, Avi Feller, Chris Holmes

2025-05-31T09:40:20+00:00 ― 9 min read

Computer Vision and Pattern Recognition Drones Transform Traffic Monitoring in Cities

Drones enhance traffic analysis, leading to smarter urban planning.

Robert Fonod, Haechan Cho, Hwasoo Yeo

2025-05-31T09:13:03+00:00 ― 7 min read

Databases Generating Event Traces with Conditional Models

Discover how conditional models can create meaningful event traces.

Riccardo Graziosi, Massimiliano Ronzani, Andrei Buliga

2025-05-31T09:00:00+00:00 ― 5 min read

Machine Learning Improving Sparse Autoencoders with Feature Choices

New strategies enhance sparse autoencoders' efficiency and effectiveness in learning features.

Kola Ayonrinde

2025-05-31T08:46:57+00:00 ― 5 min read

Human-Computer Interaction Improving Brain-Computer Interfaces with New Training Methods

A new approach enhances BCI accuracy and safety against attacks.

Xiaoqing Chen, Ziwei Wang, Dongrui Wu

2025-05-31T08:20:51+00:00 ― 5 min read

Machine Learning Evaluating Generative Models: A Non-Parametric Approach

A new method for assessing generative models using non-parametric tests.

Samuele Grossi, Marco Letizia, Riccardo Torre

2025-05-31T08:17:42+00:00 ― 8 min read

Computation and Language Improving Language Models for Better Number Handling

New loss functions enhance how language models manage numerical data.

Jonas Zausinger, Lars Pennig, Kacper Chlodny

2025-05-31T07:28:39+00:00 ― 6 min read

Computation and Language Improving Language Models with Low-dimensional Projected Attention

A new method enhances language model efficiency while maintaining performance.

Xingtai Lv, Ning Ding, Kaiyan Zhang

2025-05-31T07:02:33+00:00 ― 5 min read

Machine Learning Collaborative Learning Framework: A New Approach

A method for agents to improve estimates through teamwork and feedback.

Getachew K Befekadu

2025-05-31T06:55:04+00:00 ― 5 min read

Machine Learning Understanding Hyperparameters in DP-SGD

Research sheds light on tuning hyperparameters for better model performance.

Felix Morsbach, Jan Reubold, Thorsten Strufe

2025-05-31T06:36:27+00:00 ― 6 min read

Machine Learning Federated Graph Learning: A New Approach to Data Privacy

Learn how FedGPL helps organizations collaborate while protecting their data privacy.

Zhuoning Guo, Ruiqian Han, Hao Liu

2025-05-31T06:10:21+00:00 ― 6 min read

Machine Learning Local Learning in Neural Networks: New Paths Ahead

Explore local learning methods transforming neural network training.

Satoki Ishikawa, Rio Yokota, Ryo Karakida

2025-05-31T05:57:18+00:00 ― 6 min read

Machine Learning Decoding Brain Signals: The Quest for Clarity

Researchers are reconstructing images and text from brain signals in intriguing ways.

David Mayo, Christopher Wang, Asa Harbin

2025-05-31T05:06:00+00:00 ― 7 min read

Machine Learning Improving In-Context Learning with N-Gram Induction Heads

A new method reduces data needs in reinforcement learning, improving training stability.

Ilya Zisman, Alexander Nikulin, Andrei Polubarov

2025-05-31T05:05:06+00:00 ― 6 min read

Machine Learning Innovative Methods for Generating Synthetic Data

This paper presents a new approach to creating synthetic data for analysis and modeling.

Mohammad Zbeeb, Mohammad Ghorayeb, Mariam Salman

2025-05-31T04:52:03+00:00 ― 10 min read

Machine Learning A New Way to Understand Complex Dynamics

Researchers develop a framework to analyze and predict complex systems.

Samuel A. Moore, Brian P. Mann, Boyuan Chen

2025-05-31T03:45:45+00:00 ― 5 min read

Machine Learning Smart Strategies for Choosing the Best Carnival Games

Learn effective methods to find the best rewards at carnival games.

Riccardo Poiani, Marc Jourdan, Emilie Kaufmann

2025-05-31T03:33:45+00:00 ― 4 min read

Machine Learning Advancing PDE Solutions with LE-PDE++

A new method speeds up solving complex equations for real-world applications.

Aoming Liang, Zhaoyang Mu, Qi liu

2025-05-31T03:20:42+00:00 ― 5 min read

High Energy Physics - Phenomenology Advancements in Machine Learning at the LHC

New model eases data analysis for particle collisions, enhancing understanding of physics.

Johann Brehmer, Víctor Bresó, Pim de Haan

2025-05-31T03:19:51+00:00 ― 5 min read

Robotics Building Trust Between Humans and Robots

Learn how robots can better estimate trust in human collaboration.

Resul Dagdanov, Milan Andrejevic, Dikai Liu

2025-05-31T03:07:39+00:00 ― 6 min read

Machine Learning Quasi-Weightless Transformers: A Path to Energy-Efficient AI

QuWeiT transforms AI efficiency by reducing energy use while maintaining performance.

Shashank Nag, Alan T. L. Bacellar, Zachary Susskind

2025-05-31T02:15:27+00:00 ― 7 min read

Machine Learning A New Approach to Evaluating Reinforcement Learning Algorithms

Introducing a reliable method for assessing RL algorithm performance through a gap function.

Caleb Ju, Guanghui Lan

2025-05-31T01:55:44+00:00 ― 5 min read

Optimization and Control R2N: A New Approach to Optimization

R2N offers a flexible method for tackling complex optimization problems efficiently.

Youssef Diouane, Mohamed Laghdaf Habiboullah, Dominique Orban

2025-05-31T01:12:27+00:00 ― 5 min read

Computer Vision and Pattern Recognition Understanding Object-Centric Learning in AI

A look at how machines learn to recognize objects without labels.

Dongwon Kim, Seoyeon Kim, Suha Kwak

2025-05-31T00:44:06+00:00 ― 8 min read

Artificial Intelligence Understanding How Our Brain Handles Working Memory

A look into how our brains manage short-term memory with neural networks.

Xiaoxuan Lei, Takuya Ito, Pouya Bashivan

2025-05-31T00:20:20+00:00 ― 5 min read

Machine Learning Adaptive Event-Triggered Control for Efficient Systems

A new method improves communication and control in complex systems through adaptive learning.

Umer Siddique, Abhinav Sinha, Yongcan Cao

2025-05-30T23:14:28+00:00 ― 5 min read

Computer Vision and Pattern Recognition Harnessing Multi-Modal Language Models for Remote Sensing Analysis

Learn how MLLMs enhance our ability to understand satellite imagery.

Xintian Sun, Benji Peng, Charles Zhang

2025-05-30T22:59:42+00:00 ― 8 min read

Computer Vision and Pattern Recognition Advancements in Image Generation with SEE-DPO

SEE-DPO improves image generation by aligning models with human preferences.

Shivanshu Shekhar, Shreyas Singh, Tong Zhang

2025-05-30T22:46:39+00:00 ― 6 min read

Machine Learning Protecting Sensitive Information in Graph Neural Networks

Research reveals risks of property inference attacks on GNNs and the need for data privacy.

Hanyang Yuan, Jiarong Xu, Renhong Huang

2025-05-30T22:33:36+00:00 ― 12 min read

Optimization and Control Advancements in Distributed Optimization Techniques

New methods enhance distributed optimization while preserving agent data privacy.

Mayank Baranwal, Kushal Chakrabarti

2025-05-30T22:19:19+00:00 ― 5 min read

Artificial Intelligence Aligning AI with Human Values

Finding common ground for AI decision-making among diverse human values.

Parand A. Alamdari, Soroush Ebadian, Ariel D. Procaccia

2025-05-30T22:07:30+00:00 ― 9 min read

Machine Learning Artificial Dopamine: A New Approach to AI Learning

Discover how Artificial Dopamine mimics brain learning to enhance AI.

Jonas Guan, Shon Eduard Verch, Claas Voelcker

2025-05-30T21:02:15+00:00 ― 6 min read

Machine Learning Advancements in High-Speed Flight Vehicle Modeling

Discover new methods improving predictions for high-speed flight vehicles.

Tyler E. Korenyi-Both, Nathan J. Falkiewicz, Matthew C. Jones

2025-05-30T20:49:12+00:00 ― 7 min read

Quantum Physics Testing Quantum Neural Networks with QCov

Learn how QCov tests the reliability of Quantum Neural Networks in complex tasks.

Minqi Shao, Jianjun Zhao

2025-05-30T19:59:33+00:00 ― 6 min read

Machine Learning Improving Conditional Coverage in Predictive Models

New method enhances prediction reliability for diverse groups in high-stakes scenarios.

Ruijiang Gao, Mingzhang Yin, James McInerney

2025-05-30T19:54:00+00:00 ― 5 min read