Latest Articles for Data Science

Chemical Physics Catalysts in the Race to Transform CO2

Scientists aim to turn CO2 into methanol using innovative catalyst discovery techniques.

Prajwal Pisal, Ondrej Krejci, Patrick Rinke

2025-02-17T13:09:36+00:00 ― 6 min read

Machine Learning Advancing Decision Trees: The ICoEvoRDF Method

A new method for improving decision trees in machine learning.

Adam Żychowski, Andrew Perrault, Jacek Mańdziuk

2025-02-17T08:42:27+00:00 ― 5 min read

Machine Learning Surrogate Models: Simplifying Complex Predictions

Learn how surrogate models help make sense of complex data.

Philipp Reiser, Paul-Christian Bürkner, Anneli Guthke

2025-02-17T05:31:35+00:00 ― 7 min read

Machine Learning Navigating Uncertainty in Machine Learning Models

Learn how separating uncertainty types aids decision-making in machine learning.

Navid Ansari, Hans-Peter Seidel, Vahid Babaei

2025-02-17T04:41:42+00:00 ― 5 min read

Software Engineering The Push for Leaner Language Models

Researchers aim to optimize language models to enhance efficiency and reduce costs.

Giordano d'Aloisio, Luca Traini, Federica Sarro

2025-02-17T03:53:33+00:00 ― 7 min read

Computer Vision and Pattern Recognition Teaching Machines to See: New Advances in Image Classification

Learn how computers can recognize objects with limited examples.

Kun Yan, Zied Bouraoui, Fangyun Wei

2025-02-17T02:17:15+00:00 ― 6 min read

Computer Vision and Pattern Recognition JoVALE: A New Era in Video Action Detection

Discover how JoVALE enhances understanding of actions in videos.

Taein Son, Soo Won Seo, Jisong Kim

2025-02-16T20:40:12+00:00 ― 7 min read

Computation and Language ModernBERT: The Next Step in NLP

Discover how ModernBERT enhances language processing with speed and efficiency.

Benjamin Warner, Antoine Chaffin, Benjamin Clavié

2025-02-16T14:15:00+00:00 ― 7 min read

Machine Learning New Method Boosts Biological Data Analysis

A novel framework improves understanding of complex biological systems using multi-omics data.

Sungdong Lee, Joshua Bang, Youngrae Kim

2025-02-16T04:05:40+00:00 ― 6 min read

Computer Vision and Pattern Recognition Bridging Emotions: A New Take on Visual Recognition

A fresh approach to understanding emotions through images without the original data.

Jiankun Zhu, Sicheng Zhao, Jing Jiang

2025-02-16T03:49:03+00:00 ― 7 min read

Machine Learning Model Merging: A New Path Forward

Discover how model merging can enhance machine learning efficiency and accuracy.

Fanshuang Kong, Richong Zhang, Zhijie Nie

2025-02-15T22:12:00+00:00 ― 6 min read

Machine Learning Revolutionizing Out-of-Distribution Detection in Machine Learning

A new framework to enhance out-of-distribution data detection.

Yutian Lei, Luping Ji, Pei Liu

2025-02-15T17:55:18+00:00 ― 5 min read

Methodology Assessing Extreme Events: Risks and Tools

Understanding risks of extreme weather and financial events with advanced tools.

Boris Beranger, Simone A. Padoan

2025-02-15T12:50:07+00:00 ― 6 min read

Combinatorics Uncovering Independent Sets in Hypergraphs

New methods enhance our grasp of independent sets in hypergraphs.

Patrick Arras, Frederik Garbe, Felix Joos

2025-02-15T11:16:30+00:00 ― 8 min read

Bioinformatics Mapping the Human Body: A New Frontier

The Human Reference Atlas offers a detailed map of human anatomy and biology.

Andreas Bueckle, Bruce W. Herr II, Josef Hardi

2025-02-15T00:41:12+00:00 ― 6 min read

Computation and Language CLOB and CIS: A New Era in AI Learning

Learn how AI models can continuously gain knowledge without forgetting past lessons.

Jiabao Qiu, Zixuan Ke, Bing Liu

2025-02-14T21:19:21+00:00 ― 7 min read

Computer Vision and Pattern Recognition Balancing Image Recognition for Fair Learning

New method improves machine learning for imbalanced image datasets.

Minseok Son, Inyong Koo, Jinyoung Park

2025-02-14T20:31:12+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Medical Image Segmentation with UG-CEMT

A new framework enhances medical image analysis using labeled and unlabeled data.

Meghana Karri, Amit Soni Arya, Koushik Biswas

2025-02-14T09:17:06+00:00 ― 7 min read

Computer Vision and Pattern Recognition Mixing Visual Concepts: A New Path in Data Augmentation

Learn how MVC enhances image generation and data diversity.

Abdullah Al Rahat, Hemanth Venkateswara

2025-02-14T05:16:21+00:00 ― 9 min read

Probability The Geometry of Randomness: Exploring Balls

Uncover the effects of randomness on shapes, focusing on spheres and their properties.

Joscha Prochno, Christoph Thaele, Philipp Tuchel

2025-02-14T03:18:30+00:00 ― 5 min read

Machine Learning Mastering Small Language Models: Fine-Tuning Guide

Learn how to effectively fine-tune small language models with practical strategies.

Aldo Pareja, Nikhil Shivakumar Nayak, Hao Wang

2025-02-14T01:13:50+00:00 ― 6 min read

Machine Learning Small Language Models: The Future of AI on Devices

Discover how small models make AI more accessible and efficient on everyday devices.

Savitha Viswanadh Kandala, Pramuka Medaranga, Ambuj Varshney

2025-02-13T22:03:00+00:00 ― 5 min read

Machine Learning The Rise of Posterior Mean Matching

Discover how PMM empowers machines in creativity and data generation.

Sebastian Salazar, Michal Kucer, Yixin Wang

2025-02-13T20:08:39+00:00 ― 7 min read

Machine Learning Trusting Language Models: Measuring Uncertainty Effectively

Discover a new way to assess language model responses and build trust.

Lukas Aichberger, Kajetan Schweighofer, Sepp Hochreiter

2025-02-13T13:13:21+00:00 ― 5 min read

Signal Processing Bridging Species: A New Approach to Epilepsy Detection

Researchers use data from dogs to enhance human epilepsy diagnosis.

Z. Wang, S. Li, Dongrui Wu

2025-02-13T00:36:54+00:00 ― 6 min read

Machine Learning Revolutionizing Cake Recipes with Smart Algorithms

Advanced methods are changing how we optimize complex recipes.

Lam Ngo, Huong Ha, Jeffrey Chan

2025-02-12T23:47:55+00:00 ― 7 min read

Machine Learning Detecting Harmful Shifts in Machine Learning Models

A new approach to identify data shifts without requiring labels.

Salim I. Amoukou, Tom Bewley, Saumitra Mishra

2025-02-12T18:42:44+00:00 ― 7 min read

Information Retrieval Smarter Shopping: The Future of Recommendations

Discover how multi-modal recommendation systems improve online shopping.

Rongqing Kenneth Ong, Andy W. H. Khong

2025-02-12T17:57:45+00:00 ― 7 min read

Computer Vision and Pattern Recognition Transforming Photos into Lifelike 3D Avatars

Technology now turns single images into realistic 3D human models.

Yiyu Zhuang, Jiaxi Lv, Hao Wen

2025-02-12T14:45:09+00:00 ― 6 min read

Artificial Intelligence GenCon: A New Approach to Constraint Modeling

Discover how GenCon innovates constraint programming for varied problem-solving.

Dimos Tsouros, Senne Berden, Steven Prestwich

2025-02-12T13:57:00+00:00 ― 8 min read

Machine Learning Reconstructing 3D Structures from Blurry Images

Researchers use diffusion models to create clear 3D shapes from limited data.

Julian L. Möbius, Michael Habeck

2025-02-12T08:19:57+00:00 ― 8 min read

Computation and Language Innovative Data Synthesis for Sentiment Analysis

A new approach to enhance sentiment analysis in low-resource scenarios.

Hongling Xu, Yice Zhang, Qianlong Wang

2025-02-12T05:55:30+00:00 ― 3 min read

Machine Learning Revolutionizing Machine Learning: The Future of Adaptable AI

New methods in offline meta-reinforcement learning boost machine adaptability.

Mohammadreza nakhaei, Aidan Scannell, Joni Pajarinen

2025-02-12T04:19:12+00:00 ― 5 min read

Computation and Language ResoFilter: The Key to Quality AI Data

ResoFilter ensures only the best data fuels AI models.

Zeao Tu, Xiangdi Meng, Yu He

2025-02-12T01:06:36+00:00 ― 6 min read

Machine Learning TWIG: A Smart Tool for Knowledge Graphs

TWIG transforms KGE analysis, enhancing predictions and simplifying setups.

Jeffrey Sardina, John D. Kelleher, Declan O'Sullivan

2025-02-12T00:18:27+00:00 ― 7 min read

Image and Video Processing Improving Brain Tumor Segmentation with Innovative Techniques

New methods aim to enhance brain tumor segmentation, especially in low-resource areas.

Bijay Adhikari, Pratibha Kulung, Jakesh Bohaju

2025-02-11T23:56:24+00:00 ― 6 min read

Methodology Improving Clustering Methods for Bounded Data

Learn how to enhance data clustering with bounded constraints for better insights.

Luca Scrucca

2025-02-11T22:22:00+00:00 ― 7 min read

Machine Learning Revolutionizing Regression: New Methods Unveiled

Discover innovative approaches to improve data analysis and accuracy.

Davide Maran, Marcello Restelli

2025-02-11T19:29:33+00:00 ― 5 min read

Computation and Language Building Trust with Language Models: Confidence Scores Explained

Learn how verbalized confidence scores enhance trust in language models.

Daniel Yang, Yao-Hung Hubert Tsai, Makoto Yamada

2025-02-11T18:41:24+00:00 ― 6 min read

Machine Learning Achieving Fairness in Machine Learning

Explore how to ensure fairness in machine learning models for better decisions.

Avyukta Manjunatha Vummintala, Shantanu Das, Sujit Gujar

2025-02-11T17:53:15+00:00 ― 5 min read