Computer Science - Machine Learning

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Machine Learning Understanding Sparse Graphs Through Their Line Graphs

A look at how sparse graphs relate to their line graphs and properties.

Sevvandi Kandanaarachchi, Cheng Soon Ong

2025-06-10T11:29:08+00:00 ― 5 min read

Audio and Speech Processing Challenges and Advancements in Keyword Spotting for Urdu

An overview of keyword spotting technologies and their challenges with the Urdu language.

Syed Muhammad Aqdas Rizvi

2025-06-10T10:52:05+00:00 ― 6 min read

Machine Learning Advancements in AI Knowledge Transfer

This article examines how relative representations improve AI communication and task adaptability.

Alejandro García-Castellanos, Giovanni Luca Marchetti, Danica Kragic

2025-06-10T10:42:42+00:00 ― 6 min read

Computation and Language Advancing Language Processing for African Languages

This research enhances knowledge transfer between Kinyarwanda and Kirundi using multilingual models.

Harish Thangaraj, Ananya Chenat, Jaskaran Singh Walia

2025-06-10T10:34:48+00:00 ― 5 min read

Machine Learning Advancements in Neural Functional Networks

Learn how Monomial-NFNs improve efficiency in neural networks.

Hoang V. Tran, Thieu N. Vo, Tho H. Tran

2025-06-10T09:00:00+00:00 ― 9 min read

Computation and Language The Role of Large Language Models in Cross-Modal Reasoning

Exploring how LLMs improve reasoning across various data types.

Shengsheng Qian, Zuyi Zhou, Dizhan Xue

2025-06-10T08:52:06+00:00 ― 7 min read

Machine Learning Wasserstein Loss in Time Series Forecasting

Exploring new methods for improved time series forecasting using Wasserstein loss.

Andrei Chernov

2025-06-10T08:36:18+00:00 ― 6 min read

Machine Learning Advancements in Molecular Tokenization with Smirk and Smirk-GPE

New tokenizers enhance molecular modeling by improving representation of chemical structures.

Alexius Wadell, Anoushka Bhutani, Venkatasubramanian Viswanathan

2025-06-10T08:30:06+00:00 ― 6 min read

Machine Learning Advancements in Trajectory Anomaly Detection

Exploring new methods for identifying unusual movement patterns in various fields.

Jonathan Mbuya, Dieter Pfoser, Antonios Anastasopoulos

2025-06-10T08:28:24+00:00 ― 4 min read

Sound PDMX: A New Resource for AI Music Research

PDMX offers a vast collection of public domain symbolic music for AI development.

Phillip Long, Zachary Novack, Taylor Berg-Kirkpatrick

2025-06-10T08:26:20+00:00 ― 6 min read

Machine Learning A New Approach to Singularly Perturbed Differential Equations

Introducing ComFNO, a method for tackling complex differential equations using deep learning.

Ye Li, Ting Du, Yiwen Pang

2025-06-10T08:23:13+00:00 ― 5 min read

Machine Learning Using Machine Learning for Combustion Stability in Gas Turbines

This study applies machine learning to improve combustion stability in gas turbine engines.

PK Archhith, SK Thirumalaikumaran, Balasundaram Mohan

2025-06-10T08:12:36+00:00 ― 5 min read

Computation and Language Assessing Safety in Fine-Tuned Language Models

Examining how fine-tuning affects safety in language models across various tasks.

Essa Jan, Nouar AlDahoul, Moiz Ali

2025-06-10T08:04:42+00:00 ― 5 min read

Machine Learning Progress and Challenges in Achieving Sustainable Development Goals

Examining the slow progress toward the UN's 2030 goals across countries.

Alberto García-Rodríguez, Matias Núñez, Miguel Robles Pérez

2025-06-10T07:09:24+00:00 ― 7 min read

Machine Learning Advancing Reservoir Models with Neural Networks

A new method enhances reservoir modeling through neural networks and spatial data.

Yuhe Wang

2025-06-10T05:38:40+00:00 ― 6 min read

Biomolecules Improving Drug Response Prediction Models for Cancer Treatment

Enhancing usability and reproducibility of drug response prediction in cancer research.

Jamie C. Overbeek, Alexander Partin, Thomas S. Brettin

2025-06-10T05:37:03+00:00 ― 5 min read

Machine Learning Efficient Management of Unstructured Data with MetaPix

MetaPix simplifies handling unstructured data for AI and ML applications.

Sai Vishwanath Venkatesh, Atra Akandeh, Madhu Lokanath

2025-06-10T05:03:00+00:00 ― 5 min read

Machine Learning Transformers in Chess: A New Approach

This paper examines the use of transformer models in chess and their advantages.

Daniel Monroe, Philip A. Chalmers

2025-06-10T04:55:06+00:00 ― 6 min read

Machine Learning Collaborative Learning in Reinforcement Learning

A new approach for agents to share strategies and improve performance in diverse settings.

Feng Zhu, Robert W. Heath, Aritra Mitra

2025-06-10T04:53:29+00:00 ― 6 min read

Machine Learning Advancing Out-of-Distribution Detection Techniques

A new method enhances detection of unexpected data in machine learning models.

Yewen Li, Chaojie Wang, Xiaobo Xia

2025-06-10T04:48:36+00:00 ― 6 min read

Machine Learning Addressing Cyberbullying in the LGBTQ+ Community

A study compares models for detecting cyberbullying targeting LGBTQ+ individuals on social media.

Muhammad Arslan, Manuel Sandoval Madrigal, Mohammed Abuhamad

2025-06-10T04:39:18+00:00 ― 6 min read

Computation and Language Enhancing Annotation Quality in NLP with ARTICLE Framework

The ARTICLE framework improves data quality in natural language processing through self-consistency.

Sujan Dutta, Deepak Pandita, Tharindu Cyril Weerasooriya

2025-06-10T04:15:36+00:00 ― 6 min read

Machine Learning Advancements in Mixture of Diverse Size Experts Models

New models improve performance with experts of varying sizes.

Manxi Sun, Wei Liu, Jian Luan

2025-06-10T04:07:42+00:00 ― 5 min read

Machine Learning Using Neural Networks for Bayesian Decision-Making

A new method improves decision-making analysis with neural networks in Bayesian frameworks.

Dominik Straub, Tobias F. Niehues, Jan Peters

2025-06-10T03:58:32+00:00 ― 9 min read

Robotics Improving Robot Learning Through Visual Demonstrations

A new method reduces data needs for training robots with visual demonstrations.

Zichen Jeff Cui, Hengkai Pan, Aadhithya Iyer

2025-06-10T03:51:54+00:00 ― 5 min read

Computation and Language Advancements in Long-Context Language Models

Research focuses on improving language models' ability to understand longer texts.

Yi Lu, Jing Nathan Yan, Songlin Yang

2025-06-10T03:36:06+00:00 ― 8 min read

Machine Learning Adaptive k-NN: A New Approach for Classification

Discover how adaptive k-NN enhances classification accuracy by adjusting neighbors.

Alexandre Luís Magalhães Levada, Frank Nielsen, Michel Ferreira Cardia Haddad

2025-06-10T03:34:50+00:00 ― 5 min read

Computation and Language Improving Language Models to Express Uncertainty

Enhancing language models to communicate uncertainty can improve user trust and decision-making.

Arslan Chaudhry, Sridhar Thiagarajan, Dilan Gorur

2025-06-10T03:28:12+00:00 ― 6 min read

Machine Learning Advancing Predictions in Dynamical Systems with Mamba

Mamba offers a new way to analyze complex systems using machine learning.

Zheyuan Hu, Nazanin Ahmadi Daryakenari, Qianli Shen

2025-06-10T03:08:28+00:00 ― 7 min read

Machine Learning Improving Machine Learning Model Evaluation with Item Response Theory

A fresh approach to evaluating ML models using Item Response Theory for better insights.

Lucas Felipe Ferraro Cardoso, José de Sousa Ribeiro Filho, Vitor Cirilo Araujo Santos

2025-06-10T02:18:24+00:00 ― 5 min read

Machine Learning Advancements in Linear Temporal Difference Learning

New insights on convergence in Linear TD Learning without strict feature independence.

Jiuqi Wang, Shangtong Zhang

2025-06-10T02:17:06+00:00 ― 6 min read

Optimization and Control Simplifying Large Data Analysis with Compressed NMF

Compressed NMF offers a practical solution for analyzing large datasets efficiently.

Abraar Chaudhry, Elizaveta Rebrova

2025-06-10T02:16:11+00:00 ― 7 min read

Machine Learning Addressing Sex Bias in Respiratory Illness Models

Research highlights the importance of fair diagnosis in respiratory illnesses.

Rachel Pfeifer, Sudip Vhaduri, James Eric Dietz

2025-06-10T01:57:40+00:00 ― 7 min read

Machine Learning The Role of Strong Baseline Models in Healthcare ML

Strong baseline models enhance the evaluation of ML systems in healthcare.

Nathan Wolfrath, Joel Wolfrath, Hengrui Hu

2025-06-10T01:53:24+00:00 ― 6 min read

Computation and Language Improved Matching System for Freelancers and Projects

A new method enhances freelancer and project matching efficiency across languages.

Warren Jouanneau, Marc Palyart, Emma Jouffroy

2025-06-10T01:29:42+00:00 ― 8 min read

Machine Learning Adapting Data Analysis: Non-Stationary Multi-Output Gaussian Process

A flexible approach for analyzing changing relationships in multi-output data.

Wang Xinming, Li Yongxiang, Yue Xiaowei

2025-06-10T01:28:20+00:00 ― 5 min read

Materials Science The Role of Training Data in Machine-Learned Interatomic Potentials

Examining how training data diversity affects material behavior predictions.

Jason B. Gibson, Tesia D. Janicki, Ajinkya C. Hire

2025-06-10T01:13:12+00:00 ― 5 min read

Image and Video Processing Advancements in Image Super-Resolution with WaveMixSR-V2

WaveMixSR-V2 transforms low-resolution images into high-quality outputs efficiently.

Pranav Jeevan, Neeraj Nixon, Amit Sethi

2025-06-10T01:09:05+00:00 ― 5 min read

Machine Learning The Impact of Element Ordering on Language Model Agents

Examining how element order affects the performance of language model agents in virtual spaces.

Wayne Chi, Ameet Talwalkar, Chris Donahue

2025-06-10T00:58:06+00:00 ― 7 min read

Machine Learning The Impact of Tipping Points on Our Environment

Understanding tipping points is crucial for predicting environmental changes.

Yu Huang, Sebastian Bathiany, Peter Ashwin

2025-06-10T00:57:30+00:00 ― 6 min read