Computer Science - Machine Learning

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Information Retrieval Improving Recommendation Systems Through Causal Insights

A fresh look at enhancing recommendation systems by understanding user choices.

Xiaoyu Liu, Jiaxin Yuan, Yuhang Zhou

5 minutes ago ― 6 min read

Latest Articles

Machine Learning Advancements in Supply Chain Demand Forecasting

Applying graph neural networks enhances supply chain management and demand forecasting accuracy.

Kihwan Han

1 hour ago ― 6 min read

Machine Learning Advancements in District Heating Anomaly Detection

A new method, SHEDAD, enhances detection of issues in district heating systems.

Jonne van Dreven, Abbas Cheddad, Sadi Alawadi

1 hour ago ― 6 min read

Machine Learning Enhancing Continual Learning in Reinforcement Learning

This article discusses data augmentation methods for improving continual reinforcement learning agents.

Sihao Wu, Xingyu Zhao, Xiaowei Huang

1 hour ago ― 6 min read

Computation and Language Predicting Online Conversation Derailment for Better Moderation

A new model forecasts harmful comments in online discussions to improve safety.

Enas Altarawneh, Ameeta Agrawal, Michael Jenkin

1 hour ago ― 5 min read

Computer Vision and Pattern Recognition Advancements in Automated Concept Generation for Explainable AI

A new method automates concept generation to improve AI decision transparency.

Aditya Taparia, Som Sagar, Ransalu Senanayake

1 hour ago ― 6 min read

Multiagent Systems Learning Voting Rules Through Data-Driven Approaches

New methods improve decision-making in group settings using probabilistic models.

Leonardo Matone, Ben Abramowitz, Nicholas Mattei

2 hours ago ― 11 min read

Audio and Speech Processing Advancing Whispered Speech Conversion with MaskCycleGAN

A new method improves converting whispered speech to normal speech using advanced techniques.

K. Rohith Gupta, K. Ramnath, S. Johanan Joysingh

2 hours ago ― 5 min read

Computation and Language Turning Research into Usable Code with CodeRefine

CodeRefine simplifies coding from research papers for practical applications.

Ekaterina Trofimova, Emil Sataev, Abhijit Singh Jowhari

2 hours ago ― 5 min read

Machine Learning NeurCAM: A Clear Approach to Clustering

NeurCAM offers effective clustering with understandable explanations, improving data analysis.

Nakul Upadhya, Eldan Cohen

3 hours ago ― 4 min read

Computation and Language Advancements in Learning Rate Scheduling for Language Models

New methods are reshaping how learning rates are managed in model training.

Yikang Shen, Matthew Stallone, Mayank Mishra

3 hours ago ― 5 min read

Audio and Speech Processing Improving Speech Recognition: Whispered vs. Normal

New methods enhance computer understanding of whispered and normal speech.

S. Johanan Joysingh, P. Vijayalakshmi, T. Nagarajan

3 hours ago ― 5 min read

Machine Learning Addressing Bias in Machine Learning for Public Health

Discover how bias in ML affects public health outcomes and fairness.

Shaina Raza, Arash Shaban-Nejad, Elham Dolatabadi

3 hours ago ― 7 min read

Machine Learning Advancing Traffic Prediction with Causal Insights

A new framework improves traffic predictions by analyzing causal relationships and uncertainty.

Pingping Dong, Xiao-Lin Wang, Indranil Bose

4 hours ago ― 6 min read

Artificial Intelligence Navigating Uncertainty in Artificial Intelligence

This article sheds light on the critical role of uncertainty in AI.

Keivan Shariatmadar

4 hours ago ― 6 min read

Computer Vision and Pattern Recognition Interpreting Abstract Art with ControlNet

This study uses ControlNet to improve image generation from abstract art descriptions.

Rishabh Srivastava, Addrish Roy

4 hours ago ― 6 min read

Machine Learning Making Equivariant Neural Networks Easier to Train

A new approach simplifies the training of equivariant neural networks for better performance.

Stefanos Pertigkiozoglou, Evangelos Chatzipantazis, Shubhendu Trivedi

4 hours ago ― 7 min read

Machine Learning Innovative Method Reduces Gradient Calculation Time for Transformers

A new approach enhances gradient calculations, improving transformer efficiency in machine learning.

Yingyu Liang, Zhizhou Sha, Zhenmei Shi

4 hours ago ― 4 min read

Machine Learning The Importance of Certified Unlearning in Data Privacy

Exploring certified unlearning and its role in data privacy protection.

Binchi Zhang, Yushun Dong, Tianhao Wang

5 hours ago ― 6 min read

Signal Processing BELT-2: Bridging Brain Signals and Language

A new model aims to translate brain activity into readable language.

Jinzhao Zhou, Yiqun Duan, Fred Chang

5 hours ago ― 6 min read

Machine Learning Securing Machine Learning: The BaDLoss Approach

New method BaDLoss enhances protection against data poisoning in machine learning.

Neel Alex, Shoaib Ahmed Siddiqui, Amartya Sanyal

5 hours ago ― 7 min read

Machine Learning New Biclustering Method for Mixed-Type Data

HBIC approach improves analysis of complex medical datasets.

Adán José-García, Julie Jacques, Clément Chauvet

5 hours ago ― 5 min read

Machine Learning Causal Machine Learning: A New Path for Sustainable Agriculture

Using causal ML can significantly improve agricultural decision-making and sustainability.

Vasileios Sitokonstantinou, Emiliano Díaz Salas Porras, Jordi Cerdà Bautista

5 hours ago ― 6 min read

Machine Learning Distance-Preserving Generative Models in Spatial Transcriptomics

A new method improves understanding of gene expression in tissues.

Wenbin Zhou, Jin-Hong Du

5 hours ago ― 8 min read

Computer Vision and Pattern Recognition Improving Breast Cancer Detection with AI Interpretability

AI systems enhance mammogram accuracy and trust through effective interpretability techniques.

Ann-Kristin Balve, Peter Hendrix

5 hours ago ― 6 min read

Machine Learning Improving Neural Networks' Geometric Robustness

A new method enhances neural networks' ability to handle geometric changes.

Ben Batten, Yang Zheng, Alessandro De Palma

6 hours ago ― 6 min read

Machine Learning Revolutionizing Multi-Agent Decision Making with Sequential Planning

A new approach enhances coordination among multiple agents.

Johan Peralez, Aurélien Delage, Jacopo Castellini

6 hours ago ― 5 min read

Machine Learning Understanding Micro-batch Clipping in Machine Learning

A look at micro-batch clipping and its benefits for model training.

Lun Wang

6 hours ago ― 5 min read

Methodology Mastering AB Testing for Better Results

Learn effective AB testing strategies to enhance decision-making and outcomes.

Eric Bax, Arundhyoti Sarkar, Alex Shtoff

6 hours ago ― 7 min read

Machine Learning DeTPP: A New Approach to Event Prediction

DeTPP improves long-term event predictions across various fields with diverse outcomes.

Ivan Karpukhin, Andrey Savchenko

6 hours ago ― 4 min read

Genomics New Technique Sheds Light on Cancer Genomics

Wave-LSTM improves analysis of copy number alterations in cancer.

Charles Gadd, Christopher Yau

7 hours ago ― 4 min read

Machine Learning Dynamic Label Adversarial Training for Deep Learning Models

A new method to boost model robustness against adversarial attacks.

Zhenyu Liu, Haoran Duan, Huizhi Liang

7 hours ago ― 5 min read

Machine Learning Advancements in Physics-Informed Neural Networks through Tensor Decomposition

This article discusses using tensor decomposition to improve PINNs for solving complex equations.

Sai Karthikeya Vemuri, Tim Büchner, Julia Niebling

7 hours ago ― 5 min read

Machine Learning Strategic Pricing in the Insurance Market

Understanding how insurance firms adjust offers to meet goals.

Edward James Young, Alistair Rogers, Elliott Tong

7 hours ago ― 9 min read

Machine Learning New Model Advances Brain Network Analysis

FST-Mamba improves understanding of brain connectivity using fMRI data.

Yuxiang Wei, Anees Abrol, Reihaneh Hassanzadeh

7 hours ago ― 5 min read

Machine Learning Advancements in DeepONet for Predicting Physical Systems

Integrating uncertainty quantification in DeepONet enhances predictions in complex physical systems.

Soban Nasir Lone, Subhayan De, Rajdip Nayek

8 hours ago ― 6 min read

Machine Learning Wearable Sensors: A New Tool for Calf Welfare

Using sensors to monitor calf behavior improves health and well-being.

Oshana Dissanayake, Lucile Riaboff, Sarah E. McPherson

8 hours ago ― 5 min read

Quantum Physics Quantum Computing Meets Machine Learning for Secure Data Handling

Exploring the intersection of quantum computing and machine learning for data security.

Arjhun Swaminathan, Mete Akgün

8 hours ago ― 6 min read

Machine Learning Improving Time-Series Forecasting with VMD and Linear Models

A method combining VMD and linear models boosts forecasting accuracy.

Hafizh Raihan Kurnia Putra, Novanto Yudistira, Tirana Noor Fatyanosa

9 hours ago ― 5 min read

Machine Learning New Method for Evaluating Variable Importance in Treatment Effect Estimation

Introducing a method to assess key variables affecting treatment outcomes.

Joseph Paillard, Vitaliy Kolodyazhniy, Bertrand Thirion

9 hours ago ― 8 min read

Machine Learning Balancing Techniques in Student Success Predictions

This study examines counterfactual explanations and the impact of balancing techniques on student success predictions.

Mustafa Cavus, Jakub Kuzilek

9 hours ago ― 7 min read