Latest Articles for Machine Learning

Endocrinology Transforming Diabetes Management with DARE

A new tool aims to improve diabetes care and outcomes using advanced data analysis.

Enrico Manzini, Bogdan Vlacho, Josep Franch-Nadal

2025-05-20T22:00:48+00:00 ― 7 min read

Cryptography and Security Balancing Decisions: Offline Reinforcement Learning with Privacy

Teaching machines to learn without revealing expert secrets is crucial for privacy.

Navodita Sharma, Vishnu Vinod, Abhradeep Thakurta

2025-05-20T22:00:18+00:00 ― 6 min read

Machine Learning Deep Neural Networks: Advancing Weather Predictions

Research on deep neural networks shows promise for improving weather forecasting accuracy.

Debjoy Thakur

2025-05-20T21:38:26+00:00 ― 6 min read

Computer Vision and Pattern Recognition Improving GUI Grounding with Visual Prompting

A new method enhances computer understanding of screen elements.

Anthony Nguyen

2025-05-20T21:21:09+00:00 ― 5 min read

Human-Computer Interaction Navigating Cognitive Load in VR Training

Learn how eye tracking can improve VR training by measuring cognitive load.

Mahsa Nasri, Mehmet Kosa, Leanne Chukoskie

2025-05-20T20:42:00+00:00 ― 5 min read

Computer Vision and Pattern Recognition Improving Machine Learning with TRIDENT

TRIDENT enhances machine recognition of new object combinations, addressing key challenges in AI learning.

Xudong Yan, Songhe Feng, Yang Zhang

2025-05-20T20:15:54+00:00 ― 7 min read

Computation and Language Enhancing Sentence Understanding with HNCSE

HNCSE improves computer language understanding using hard negative samples.

Wenxiao Liu, Zihong Yang, Chaozhuo Li

2025-05-20T17:52:21+00:00 ― 7 min read

Computation and Language Understanding Word Meanings: A Research Study

Researchers tackle how words relate and why opinions differ.

Zhu Liu, Zhen Hu, Ying Liu

2025-05-20T17:39:18+00:00 ― 5 min read

Machine Learning Bridging the Gaps in Multi-View Data

New methods aid in interpreting incomplete multi-view data effectively.

Ella S. C. Orme, Marina Evangelou, Ulrich Paquet

2025-05-20T17:30:32+00:00 ― 6 min read

Computer Vision and Pattern Recognition Streamlining Machine Learning with Dataset Distillation

A new method improves efficiency in machine learning data processing.

Brian B. Moser, Federico Raue, Tobias C. Nauen

2025-05-20T16:47:06+00:00 ― 6 min read

Machine Learning Learning from Graphs while Protecting Privacy

FCLG helps analyze data from graphs without sharing sensitive information.

Xiang Li, Gagan Agrawal, Rajiv Ramnath

2025-05-20T16:34:03+00:00 ― 6 min read

Machine Learning Evaluating Model Generalizability in Data Science

A new method to ensure models perform well across diverse data scenarios.

Daniel de Vassimon Manela, Linying Yang, Robin J. Evans

2025-05-20T16:07:54+00:00 ― 9 min read

Computer Vision and Pattern Recognition Improving Image Classification with HDC

Hierarchical Diffusion Classifier speeds up image classification by organizing label choices.

Arundhati S. Shanbhag, Brian B. Moser, Tobias C. Nauen

2025-05-20T15:54:54+00:00 ― 5 min read

Machine Learning Optimizing Decision-Making in Reinforcement Learning

Learn how policy gradient methods enhance machine learning efficiency.

Reza Asad, Reza Babanezhad, Issam Laradji

2025-05-20T14:49:39+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancements in 3D Printing Quality Control

A new method improves detection of defects in 3D printed metal parts.

Israt Zarin Era, Fan Zhou, Ahmed Shoyeb Raihan

2025-05-20T14:23:33+00:00 ― 7 min read

Artificial Intelligence Advancing Decision-Making with Regret-Free Learning

A new algorithm minimizes regret while adhering to complex rules in reinforcement learning.

Rupak Majumdar, Mahmoud Salamati, Sadegh Soudjani

2025-05-20T14:10:30+00:00 ― 7 min read

Computation An Introduction to Markov Chain Monte Carlo

Learn how MCMC helps in sampling and making sense of complex data.

Pavel Sountsov, Colin Carroll, Matthew D. Hoffman

2025-05-20T13:22:38+00:00 ― 6 min read

Computation and Language Understanding Large Language Models and Their Reasoning

A look at how LLMs process language through reasoning techniques.

Jean-Francois Ton, Muhammad Faaiz Taufiq, Yang Liu

2025-05-20T13:18:18+00:00 ― 5 min read

Machine Learning Human-AI Cooperation in Decision-Making

A new method enhances collaboration between humans and AI for better decisions.

Zheng Zhang, Cuong Nguyen, Kevin Wells

2025-05-20T12:52:12+00:00 ― 7 min read

Machine Learning Understanding Catastrophic Forgetting in AI Models

A look into why AI models forget and how to help them remember.

Huashan Sun, Yang Gao

2025-05-20T11:17:20+00:00 ― 6 min read

Machine Learning Improving Machine Learning with Dataset Distillation

A method to manage noisy data in machine learning.

Lechao Cheng, Kaifeng Chen, Jiyang Li

2025-05-20T10:01:20+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancements in Self-Driving Car Technology

New methods help machines understand driving scenes for safer autonomous vehicles.

Chensheng Peng, Chengwei Zhang, Yixiao Wang

2025-05-20T09:36:00+00:00 ― 7 min read

Computation and Language Introducing 1-Bit Mamba: A New Approach to Language Models

Discover the efficient 1-bit Mamba model for language processing.

Shengkun Tang, Liqun Ma, Haonan Li

2025-05-20T08:45:20+00:00 ― 6 min read

Machine Learning Federated Learning: A New Approach to Data Privacy

Explore federated learning, a method for training models without sharing personal data.

Kang Liu, Ziqi Wang, Enrique Zuazua

2025-05-20T07:29:20+00:00 ― 6 min read

Data Structures and Algorithms Learning-Augmented Algorithms in Online Decision Making

Discover how algorithms combine predictions and traditional methods for better decisions.

Elena Grigorescu, Young-San Lin, Maoyuan Song

2025-05-20T06:47:44+00:00 ― 6 min read

High Energy Physics - Experiment Simplifying Data Modeling in High-Energy Physics

A new method streamlines fitting experimental data for physicists.

Ho Fung Tsoi, Dylan Rankin, Cecile Caillol

2025-05-20T05:38:24+00:00 ― 6 min read

Computation and Language Building a Chatbot for Taiwanese Mandarin Conversations

Creating an AI model for natural conversations in Taiwanese Mandarin.

Chih-Kai Yang, Yu-Kuan Fu, Chen-An Li

2025-05-20T03:51:26+00:00 ― 5 min read

Computation and Language Bridging Knowledge Gaps with FedCoLLM

FedCoLLM connects large and small language models while ensuring privacy and efficiency.

Tao Fan, Yan Kang, Guoqiang Ma

2025-05-20T03:16:00+00:00 ― 7 min read

Machine Learning Using AI Models to Generate Molecular Data

This article reviews generative AI models for predicting molecular behaviors.

Richard John, Lukas Herron, Pratyush Tiwary

2025-05-20T03:07:36+00:00 ― 6 min read

High Energy Physics - Phenomenology Machine Learning in Particle Physics

Scientists use machine learning to classify tiny particles and improve model accuracy.

Franck Rothen, Samuel Klein, Matthew Leigh

2025-05-20T02:17:20+00:00 ― 5 min read

Artificial Intelligence Improving Machine Thinking and Problem Solving

A look into how machines enhance their reasoning skills through structured learning.

Jiawei Li, Xinyue Liang, Yizhe Yang

2025-05-20T02:00:00+00:00 ― 6 min read

Machine Learning Improving Multimodal AI with ECIF Method

New ECIF method enhances performance of multimodal AI models through better data evaluation.

Lijie Hu, Chenyang Ren, Huanyi Xie

2025-05-20T01:34:40+00:00 ― 3 min read

Machine Learning Introducing the ST-Tree Model for Time Series Classification

A new approach that combines accuracy with clear decision-making in time series data.

Mingsen Du, Yanxuan Wei, Yingxia Tang

2025-05-19T23:28:00+00:00 ― 5 min read

Methodology Understanding Kernel Density Estimation and Polyspherical Data

A look into kernel density estimation and its significance in complex data analysis.

Eduardo García-Portugués, Andrea Meilán-Vila

2025-05-19T21:34:33+00:00 ― 6 min read

Computer Vision and Pattern Recognition LaVin-DiT: Advancing Computer Vision Technology

LaVin-DiT enhances how machines perceive and interpret visual data.

Zhaoqing Wang, Xiaobo Xia, Runnan Chen

2025-05-19T20:56:00+00:00 ― 6 min read

Machine Learning Challenges of In-Context Learning with Linear Functions

A look at how AI struggles with basic linear functions despite extensive training.

Omar Naim, Guilhem Fouilhé, Nicholas Asher

2025-05-19T18:24:00+00:00 ― 6 min read

Machine Learning Upside-Down Reinforcement Learning: A New Approach

A look at how UDRL simplifies decision-making for algorithms.

Juan Cardenas-Cartagena, Massimiliano Falzari, Marco Zullich

2025-05-19T17:58:40+00:00 ― 7 min read

Machine Learning Improving Traffic Predictions with PCA Embedding

A new technique enhances traffic forecasting in changing urban landscapes.

Hongjun Wang, Jiyuan Chen, Lingyu Zhang

2025-05-19T17:33:20+00:00 ― 6 min read

Machine Learning Liquid State Machines: A New Approach to Learning

Discover how Liquid State Machines improve machine learning through innovative techniques.

Anmol Biswas, Sharvari Ashok Medhe, Raghav Singhal

2025-05-19T16:17:20+00:00 ― 5 min read

Robotics InstruGen: A New Approach to Robot Navigation

InstruGen enhances robot navigation with realistic instructions from YouTube videos.

Yu Yan, Rongtao Xu, Jiazhao Zhang

2025-05-19T15:01:20+00:00 ― 7 min read