A new method to boost model robustness against adversarial attacks.
Zhenyu Liu, Haoran Duan, Huizhi Liang
― 5 min read
Computer Science - Machine Learning
RSSThis article discusses using tensor decomposition to improve PINNs for solving complex equations.
Sai Karthikeya Vemuri, Tim Büchner, Julia Niebling
― 5 min read
Understanding how insurance firms adjust offers to meet goals.
Edward James Young, Alistair Rogers, Elliott Tong
― 9 min read
FST-Mamba improves understanding of brain connectivity using fMRI data.
Yuxiang Wei, Anees Abrol, Reihaneh Hassanzadeh
― 5 min read
Integrating uncertainty quantification in DeepONet enhances predictions in complex physical systems.
Soban Nasir Lone, Subhayan De, Rajdip Nayek
― 6 min read
Using sensors to monitor calf behavior improves health and well-being.
Oshana Dissanayake, Lucile Riaboff, Sarah E. McPherson
― 5 min read
Exploring the intersection of quantum computing and machine learning for data security.
Arjhun Swaminathan, Mete Akgün
― 6 min read
A method combining VMD and linear models boosts forecasting accuracy.
Hafizh Raihan Kurnia Putra, Novanto Yudistira, Tirana Noor Fatyanosa
― 5 min read
Introducing a method to assess key variables affecting treatment outcomes.
Joseph Paillard, Vitaliy Kolodyazhniy, Bertrand Thirion
― 8 min read
This study examines counterfactual explanations and the impact of balancing techniques on student success predictions.
Mustafa Cavus, Jakub Kuzilek
― 7 min read
Research introduces neural network methods for Hamiltonian Learning in quantum systems.
Timothy Heightman, Edward Jiang, Antonio Acín
― 5 min read
Examining context in machine learning for identifying software vulnerabilities.
Niklas Risse, Marcel Böhme
― 7 min read
MedDec aids in understanding and improving medical decision-making through structured clinical notes.
Mohamed Elgaar, Jiali Cheng, Nidhi Vakil
― 6 min read
This article discusses AI's role in gesture recognition using small devices.
Marzieh Hassanshahi Varposhti, Mahyar Shahsavari, Marcel van Gerven
― 5 min read
SUMO enhances decision-making in offline reinforcement learning by improving uncertainty estimation.
Zhongjian Qiao, Jiafei Lyu, Kechen Jiao
― 6 min read
A new approach to uncover causal relationships using pairwise analysis.
Alexandre Trilla, Nenad Mijatovic
― 6 min read
This article covers the development of open large language models for the Lithuanian language.
Artūras Nakvosas, Povilas Daniušis, Vytas Mulevičius
― 5 min read
Learn how low-rank approximation simplifies data analysis in various fields.
Jun Lu
― 7 min read
A new method improves memory usage and training speed in large language models.
Kaizhao Liang, Bo Liu, Lizhang Chen
― 7 min read
Research examines the potential of quantum methods in classification tasks.
Diego Alvarez-Estevez
― 5 min read
Combining SONAR imaging and deep learning enhances clarity in underwater classifications.
Purushothaman Natarajan, Athira Nambiar
― 8 min read
New methods enhance predictions of material properties using machine learning techniques.
Qinyang Li, Nicholas Miklaucic, Jianjun Hu
― 7 min read
Exploring new methods for fair decision-making in machine learning systems.
Razieh Nabi, David Benkeser
― 4 min read
Leveraging advanced techniques to find new uses for existing drugs.
Yoshitaka Inoue, Tianci Song, Tianfan Fu
― 6 min read
A study of collaboration in Data Mining and Software Engineering.
Shrabani Ghosh
― 5 min read
A study on using AI to clarify online agreements for users.
Mirgita Frasheri, Arian Bakhtiarnia, Lukas Esterle
― 6 min read
New models simplify handling of function-based data in various fields.
Justin Bunker, Mark Girolami, Hefin Lambley
― 5 min read
New methods enhance privacy in sharing electricity usage data while maintaining its usefulness.
Sina Shaham, Gabriel Ghinita, Bhaskar Krishnamachari
― 7 min read
New methods improve dataset distillation for long-tailed datasets.
Zhenghao Zhao, Haoxuan Wang, Yuzhang Shang
― 6 min read
A new framework enhances predictions by combining spatial and temporal data analysis.
Hao Wang, Jindong Han, Wei Fan
― 6 min read
Exploring methods to predict future events from constantly flowing data.
Aleena Chanda, N. V. Vinodchandran, Bertrand Clarke
― 5 min read
New dataset improves depth estimation in various indoor environments.
Cho-Ying Wu, Quankai Gao, Chin-Cheng Hsu
― 6 min read
A look into improving active learning strategies using uncertainty-based methods.
Amir Hossein Rahmati, Mingzhou Fan, Ruida Zhou
― 5 min read
This article explains Kernel Ridge Regression and its relevance in machine learning.
Parthe Pandit, Zhichao Wang, Yizhe Zhu
― 7 min read
Examining biases in outlier detection models to promote fairness.
Xueying Ding, Rui Xi, Leman Akoglu
― 6 min read
A new model for managing item dependencies in customer behavior prediction.
Takahiro Kawashima, Hideitsu Hino
― 4 min read
New methods improve molecule creation for drugs and materials.
Michael Sun, Alston Lo, Wenhao Gao
― 8 min read
A new neural network, STAResNet, offers improved solutions for electromagnetic field predictions.
Alberto Pepe, Sven Buchholz, Joan Lasenby
― 4 min read
A novel method to enhance data discovery and analysis for better predictions.
Thomas Hoang
― 5 min read
A fresh method for improving language models through efficient token selection.
Kailai Yang, Zhiwei Liu, Qianqian Xie
― 6 min read