Computer Science - Machine Learning

RSS

Machine Learning A Fresh Approach to Creating DAGs

New model simplifies the creation of directed acyclic graphs.

Mufei Li, Viraj Shitole, Eli Chien

2025-05-31T14:06:24+00:00 ― 5 min read

Machine Learning Assessing Safety Risks of LLMs in Drone Control

Examining the safety risks of using language models for drone operations.

Yung-Chen Tang, Pin-Yu Chen, Tsung-Yi Ho

2025-05-31T13:50:36+00:00 ― 6 min read

Machine Learning Integrating CCA and Deep Learning

Combining Canonical Correlation Analysis with deep learning enhances data insights.

Zhiwen Chen, Siwen Mo, Haobin Ke

2025-05-31T13:37:10+00:00 ― 7 min read

Computer Science and Game Theory Strategies in Game Theory: A New Approach

Discover new methods for finding Nash equilibria in games and their real-world applications.

Ian Gemp

2025-05-31T13:26:54+00:00 ― 4 min read

Computer Vision and Pattern Recognition Simplifying Object Recognition with Grouped Discrete Representation

A new method enhances how computers recognize objects in images and videos.

Rongzhen Zhao, Vivienne Wang, Juho Kannala

2025-05-31T13:11:06+00:00 ― 6 min read

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

Learn how hierarchical federated learning protects data while enabling collaboration across devices.

Seyed Mohammad Azimi-Abarghouyi, Nicola Bastianello, Karl H. Johansson

2025-05-31T12:52:26+00:00 ― 6 min read

Machine Learning Tackling Class Imbalance with CitL

Learn how CitL improves machine learning model accuracy.

John Brandon Graham-Knight, Jamil Fayyad, Nourhan Bayasi

2025-05-31T12:47:24+00:00 ― 5 min read

Computation and Language Understanding Language Models: Insights and Comparisons

A look into how language models mimic human cognitive functions.

Badr AlKhamissi, Greta Tuckute, Antoine Bosselut

2025-05-31T12:39:30+00:00 ― 6 min read

Machine Learning Innovative Methods in Deep Clustering

Researchers propose new strategies for improving deep clustering performance.

Lukas Miklautz, Timo Klein, Kevin Sidak

2025-05-31T12:23:42+00:00 ― 6 min read

Computation and Language Sweet Sour: A New Method for AI Learning

Intelligent agents improve through a balance of successes and failures.

Philip Lippmann, Matthijs T. J. Spaan, Jie Yang

2025-05-31T11:36:36+00:00 ― 7 min read

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