Computer Science - Machine Learning

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Machine Learning Understanding Machine Unlearning

Learn how machine unlearning aids data privacy and model accuracy.

Stanley Wei, Sadhika Malladi, Sanjeev Arora

2025-05-18T06:05:20+00:00 ― 6 min read

Machine Learning Optimizing Customer Satisfaction Predictions in Call Centers

New method improves predicting customer satisfaction scores in call centers.

Etienne Manderscheid, Matthias Lee

2025-05-18T03:58:40+00:00 ― 6 min read

Machine Learning Advancements in Gaussian Processes for Data Prediction

New kernel improves Gaussian processes for accurate data predictions.

Mark D. Risser, Marcus M. Noack, Hengrui Luo

2025-05-18T02:46:17+00:00 ― 4 min read

Machine Learning Improving Sequence Labeling with New Models

A new approach enhances how we label sequence data.

Sean Papay, Roman Klinger, Sebastian Pado

2025-05-18T02:17:20+00:00 ― 7 min read

Optimization and Control Decentralized Optimization for Group Decision Making

A new approach to help multiple agents make decisions efficiently.

Neelkamal Bhuyan, Debankur Mukherjee, Adam Wierman

2025-05-18T01:33:12+00:00 ― 6 min read

Machine Learning Assessing Privacy in Synthetic Data Creation

Understanding the challenges and solutions for protecting privacy in data sharing.

Flavio Hafner, Chang Sun

2025-05-18T01:01:20+00:00 ― 8 min read

Materials Science Machine Learning in Materials Science

Advancements in machine learning enhance understanding of superionic conductors.

Junlan Liu, Qian Yin, Mengshu He

2025-05-18T00:51:36+00:00 ― 6 min read

Machine Learning SL-RF+: A Smart Solution for Metal 3D Printing Defects

SL-RF+ helps detect defects in metal 3D printing with limited data.

Ahmed Shoyeb Raihan, Austin Harper, Israt Zarin Era

2025-05-18T00:26:28+00:00 ― 6 min read

Machine Learning New Framework Enhances Medical Imaging Clarity

A framework improves uncertainty estimation in medical imaging for better diagnoses.

Weijie Chen, Alan McMillan

2025-05-18T00:05:46+00:00 ― 5 min read

Machine Learning GROOT: Redefining Protein Design With Limited Data

GROOT improves protein design efficiency using minimal information.

Thanh V. T. Tran, Nhat Khang Ngo, Viet Anh Nguyen

2025-05-18T00:00:48+00:00 ― 6 min read

Cryptography and Security Preventing Data Breaches with STRisk Insights

A new approach to predict and prevent data breaches using technical and social data.

Hicham Hammouchi, Narjisse Nejjari, Ghita Mezzour

2025-05-17T23:45:20+00:00 ― 5 min read

Machine Learning Federated Learning: Baking with Privacy

Learn how federated learning tackles privacy while baking the perfect cookie recipe.

Daniel M. Jimenez G., David Solans, Mikko Heikkila

2025-05-17T21:38:40+00:00 ― 5 min read

Methodology Improving Stochastic Simulation Models for Better Predictions

A new method refines input estimation for simulation models using only output data.

Ziwei Su, Diego Klabjan

2025-05-17T21:25:15+00:00 ― 4 min read

Computer Vision and Pattern Recognition Improving Image Generation with New Techniques

Enhancing diffusion models for better image quality and user control.

Md Fahim Anjum

2025-05-17T21:20:20+00:00 ― 6 min read

Computation and Language Improving Language Models with RedPajama Datasets

RedPajama datasets aim to enhance language model training through transparency and quality data.

Maurice Weber, Daniel Fu, Quentin Anthony

2025-05-17T21:13:20+00:00 ― 5 min read

Machine Learning Blending Averages and Details for Better Predictions

Combining average and precise data can improve predictive models.

Sagalpreet Singh, Navodita Sharma, Shreyas Havaldar

2025-05-17T19:32:00+00:00 ― 4 min read

Machine Learning A Refreshing Take on Graph Analysis

Graph-aware Logistic Regression offers a simpler way to analyze data connections.

Simon Delarue, Thomas Bonald, Tiphaine Viard

2025-05-17T19:06:40+00:00 ― 6 min read

Machine Learning Balancing Flavors: The Stochastic Saddle Point Problems

Explore the role of stochastic saddle point problems in recipe optimization and privacy.

Raef Bassily, Cristóbal Guzmán, Michael Menart

2025-05-17T18:44:44+00:00 ― 6 min read

Machine Learning Teaching Computers Through Expert Actions

Learn how Inverse Transition Learning helps computers make better decisions.

Leo Benac, Abhishek Sharma, Sonali Parbhoo

2025-05-17T16:04:13+00:00 ― 6 min read

Machine Learning Handling Uncertainty in Machine Learning

A look at how machine learning can manage uncertainty in classifications.

Michele Caprio, David Stutz, Shuo Li

2025-05-17T13:23:42+00:00 ― 5 min read

Machine Learning Advancements in Federated Learning: A Closer Look

Exploring the intersection of Auto-ML and Federated Learning for better data privacy.

Yasaman Saadati, M. Hadi Amini

2025-05-17T12:46:40+00:00 ― 6 min read

Image and Video Processing Revolutionizing Analysis of Whole Slide Images

A new approach enhances the analysis of large tissue images for better diagnostics.

Ravi Kant Gupta, Shounak Das, Amit Sethi

2025-05-17T10:57:16+00:00 ― 5 min read

Machine Learning Understanding Centrality Graph Shift Operators

Learn how CGSOs enhance graph analysis by measuring node importance.

Yassine Abbahaddou, Fragkiskos D. Malliaros, Johannes F. Lutzeyer

2025-05-17T10:43:11+00:00 ― 4 min read

Computation and Language Streamlining Research Presentations with SlideSpawn

SlideSpawn automates the creation of presentation slides from research papers.

Keshav Kumar, Ravindranath Chowdary

2025-05-17T09:24:00+00:00 ― 6 min read

Machine Learning Mamba Architecture: A New Approach to Fine-Tuning

Understanding Mamba's efficiency and the ProDiaL method for fine-tuning.

Seokil Ham, Hee-Seon Kim, Sangmin Woo

2025-05-17T08:58:40+00:00 ― 6 min read

Machine Learning A New Method for Smarter Learning in AI

LPLgrad improves machine learning by selecting the best data for training.

Shreen Gul, Mohamed Elmahallawy, Sanjay Madria

2025-05-17T08:33:20+00:00 ― 6 min read

Machine Learning Transforming Urban Analysis with Mobile Traffic Data

Using mobile traffic data to create effective urban region embeddings.

Giulio Loddi, Chiara Pugliese, Francesco Lettich

2025-05-17T08:08:00+00:00 ― 8 min read

Computer Vision and Pattern Recognition Strengthening Deep Learning Against Adversarial Attacks

New method enhances deep learning security with random neural fingerprints.

Haim Fisher, Moni Shahar, Yehezkel S. Resheff

2025-05-17T08:02:40+00:00 ― 9 min read

Computer Vision and Pattern Recognition Revolutionizing Medical Imaging with Uni-Mlip

Uni-Mlip framework enhances understanding of medical images and texts.

Ameera Bawazir, Kebin Wu, Wenbin Li

2025-05-17T07:17:20+00:00 ― 9 min read

Machine Learning SSCDL: A New Way to Learn from Graphs

Discover how SSCDL improves graph analysis and data connection understanding.

Jie Chen, Hua Mao, Yuanbiao Gou

2025-05-17T06:52:00+00:00 ― 6 min read

Computation and Language Balancing Fairness and Accuracy in LLMs

Researchers tackle bias in language models using a new approach.

Qingquan Zhang, Qiqi Duan, Bo Yuan

2025-05-17T06:26:40+00:00 ― 6 min read

Machine Learning Streamlining Language Models with AutoMixQ

A new method to optimize large language models efficiently.

Changhai Zhou, Shiyang Zhang, Yuhua Zhou

2025-05-17T03:54:40+00:00 ― 7 min read

Machine Learning Introducing the Adaptable Embeddings Network for Text Classification

AEN offers efficient text classification with low processing demands.

Stan Loosmore, Alexander Titus

2025-05-17T01:48:00+00:00 ― 12 min read

Signal Processing Revolutionizing Three-Phase Motor Diagnostics with Machine Learning

Machine learning offers a new way to diagnose issues in three-phase motors.

Stepan Svirin, Artem Ryzhikov, Saraa Ali

2025-05-17T00:34:12+00:00 ― 7 min read

Machine Learning Rethinking Evaluation Methods for Language Models

A new framework for assessing language models amid task ambiguities.

Luke Guerdan, Hanna Wallach, Solon Barocas

2025-05-17T00:06:40+00:00 ― 5 min read

Cryptography and Security The Hidden Risks of Language Models

Language models show impressive abilities but also significant vulnerabilities we need to address.

Sanjay Das, Swastik Bhattacharya, Souvik Kundu

2025-05-16T23:41:20+00:00 ― 5 min read

Machine Learning Understanding Visual Reasoning with IPRM

Learn how IPRM enhances visual reasoning for better problem-solving.

Shantanu Jaiswal, Debaditya Roy, Basura Fernando

2025-05-16T22:50:40+00:00 ― 5 min read

Computation and Language Examining Gender Bias in Language Models

A closer look at gender bias in large language models and its implications.

Tetiana Bas

2025-05-16T22:00:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition Addressing Data Poisoning in Machine Learning

A new method to detect and fix data poisoning in machine learning models.

Wenjie Li, Jiawei Li, Christian Schroeder de Witt

2025-05-16T21:34:40+00:00 ― 6 min read

Machine Learning RAG System: A New Way to Answer Questions

A system designed to provide quick answers about Pittsburgh and CMU.

Haojia Sun, Yaqi Wang, Shuting Zhang

2025-05-16T19:53:20+00:00 ― 7 min read