Computer Science - Machine Learning

RSS

Distributed, Parallel, and Cluster Computing Domino: A New Approach to Fast Training of Large Language Models

Domino improves training speed of language models by optimizing communication between GPUs.

Guanhua Wang, Chengming Zhang, Zheyu Shen

2025-06-07T15:10:00+00:00 ― 6 min read

Networking and Internet Architecture RLSR-Routing: A New Approach to Traffic Management

RLSR-Routing improves Internet traffic routing using reinforcement learning for better efficiency.

Wang Wumian, Sajal Saha, Anwar Haque

2025-06-07T15:02:06+00:00 ― 6 min read

Software Engineering Advancements in Method Body Completion Technique

A new approach enhances code suggestions for software development.

Tuan-Dung Bui, Duc-Thieu Luu-Van, Thanh-Phat Nguyen

2025-06-07T14:54:12+00:00 ― 6 min read

Information Theory Advancements in Secure Communication using Deep Learning

A new approach to secure short message transmission using deep learning techniques.

Daniel Seifert, Onur Günlü, Rafael F. Schaefer

2025-06-07T14:50:43+00:00 ― 6 min read

Computation and Language Improved Sentiment Analysis with ASTE-Transformer

A new method enhances aspect-sentiment triplet extraction accuracy.

Iwo Naglik, Mateusz Lango

2025-06-07T14:46:18+00:00 ― 6 min read

Machine Learning Low-Rank Matrix Factorization in Federated Learning

Exploring matrix factorization methods in data distributed across clients.

Constantin Philippenko, Kevin Scaman, Laurent Massoulié

2025-06-07T14:24:30+00:00 ― 7 min read

Robotics Robots Learning to Cook from Online Data

This article covers how robots learn cooking skills using internet information.

Mrinal Verghese, Christopher Atkeson

2025-06-07T13:58:54+00:00 ― 7 min read

Machine Learning KAMoE: Advanced Predictions with Mixture of Experts

A new method enhances predictions in machine learning using specialized models.

Hugo Inzirillo, Remi Genet

2025-06-07T13:27:18+00:00 ― 5 min read

Optimization and Control Innovative Control Strategies for Complex Systems

A new approach improves control in uncertain environments using Gaussian processes.

Manish Prajapat, Amon Lahr, Johannes Köhler

2025-06-07T13:05:51+00:00 ― 5 min read

Databases Optimizing LSM Trees with Machine Learning

CAMAL combines machine learning and traditional methods to optimize LSM tree performance.

Weiping Yu, Siqiang Luo, Zihao Yu

2025-06-07T12:47:48+00:00 ― 7 min read

Sound Advancing Acoustic Scene Classification in DCASE 2024 Challenge

New models tackle sound classification with limited training data.

Jin Jie Sean Yeo, Ee-Leng Tan, Jisheng Bai

2025-06-07T12:25:20+00:00 ― 5 min read

Computer Vision and Pattern Recognition BRAVO Challenge 2024: Testing Image Segmentation for Autonomous Vehicles

An event to improve image segmentation models for safer self-driving cars.

Tuan-Hung Vu, Eduardo Valle, Andrei Bursuc

2025-06-07T12:24:06+00:00 ― 5 min read

Distributed, Parallel, and Cluster Computing New Framework Improves Long Text Processing in Language Models

A new method enhances efficiency for handling lengthy inputs in language models.

Zeyu Zhang, Haiying Shen

2025-06-07T12:16:12+00:00 ― 4 min read

Machine Learning Improving Flash Attention with Binary Block Masking

A new method enhances Flash Attention performance for sparse attention masks.

Agniv Sharma, Jonas Geiping

2025-06-07T12:08:18+00:00 ― 5 min read

Machine Learning A New Method for Efficient Design Searching in Research

This method helps researchers find efficient designs in complex problem spaces.

Daniel M. Steinberg, Rafael Oliveira, Cheng Soon Ong

2025-06-07T11:43:24+00:00 ― 5 min read

Cryptography and Security Usability Evaluation of Language Models in Cyber Threat Intelligence

Assessing the effectiveness of LLMs for threat analysis.

Sanchana Srikanth, Mohammad Hasanuzzaman, Farah Tasnur Meem

2025-06-07T11:28:48+00:00 ― 10 min read

Image and Video Processing Advancements in Microscopy Image Resolution Techniques

Learn about new methods for improving microscopy image clarity using AI.

Harshith Bachimanchi, Giovanni Volpe

2025-06-07T11:16:54+00:00 ― 7 min read

Machine Learning Efficient Task Affinity Estimation in Multitask Learning

A new method improves task affinity estimation for multitask learning.

Dongyue Li, Aneesh Sharma, Hongyang R. Zhang

2025-06-07T10:53:20+00:00 ― 6 min read

Machine Learning Improving Stock Predictions with Contrastive Earnings Transformer

A new model optimizes earnings data for better stock price forecasting.

Zhengxin Joseph Ye, Bjoern Schuller

2025-06-07T10:52:03+00:00 ― 11 min read

Computer Vision and Pattern Recognition Region Mixup: A New Approach in Data Augmentation

Region Mixup enhances training data diversity for better model performance.

Saptarshi Saha, Utpal Garain

2025-06-07T10:41:24+00:00 ― 5 min read

Artificial Intelligence Building Morally Sound AI Systems

Guiding AI to make ethical decisions in complex situations.

Kevin Baum, Lisa Dargasz, Felix Jahn

2025-06-07T10:17:42+00:00 ― 6 min read

Machine Learning Improving Electricity Usage Predictions with Domino Algorithm

Domino algorithm enhances electricity predictions, addressing data scarcity challenges.

Chloé Hashimoto-Cullen, Benjamin Guedj

2025-06-07T10:03:16+00:00 ― 5 min read

Artificial Intelligence Optimizing Production Scheduling in Furniture Manufacturing

Learn how deep reinforcement learning enhances scheduling in the furniture industry.

Malte Schneevogt, Karsten Binninger, Noah Klarmann

2025-06-07T09:59:35+00:00 ― 5 min read

Computation and Language A New Method for Selecting Pretraining Data

This approach simplifies choosing effective pretraining datasets for language models.

Tristan Thrush, Christopher Potts, Tatsunori Hashimoto

2025-06-07T09:13:12+00:00 ― 8 min read

Robotics Improving Human-Robot Collaboration with Tactile Sensing

This paper discusses how tactile sensing enhances robot interaction with humans of varying abilities.

William van den Bogert, Madhavan Iyengar, Nima Fazeli

2025-06-07T08:58:42+00:00 ― 6 min read

Performance Evaluating Large Language Models on GPU Performance

A study comparing LLMs Mistral and LLaMa on different GPUs.

Yannis Bendi-Ouis, Dan Dutarte, Xavier Hinaut

2025-06-07T08:50:48+00:00 ― 7 min read

Machine Learning Natural Gradient Descent in Learning Systems

A look at how natural gradient descent improves learning efficiency over time.

Lucas Shoji, Kenta Suzuki, Leo Kozachkov

2025-06-07T08:23:51+00:00 ― 5 min read

Machine Learning Improving User Preference Learning with Response Times

This study shows how response times can enhance understanding of user preferences.

Shen Li, Yuyang Zhang, Zhaolin Ren

2025-06-07T08:23:08+00:00 ― 6 min read

Machine Learning The Challenge of Hallucinations in Language Models

Examining the accuracy issues in large language models and their societal effects.

Sourav Banerjee, Ayushi Agarwal, Saloni Singla

2025-06-07T07:33:04+00:00 ― 6 min read

Machine Learning Real-Time Anomaly Detection in Industry 4.0

A new approach improves detection of irregularities in industrial data using edge computing.

Alessio Mascolini, Sebastiano Gaiardelli, Francesco Ponzio

2025-06-07T07:23:54+00:00 ― 5 min read

Machine Learning Assessing Treatment Effects: The K-Fold Causal BART Model

This research evaluates a new model for estimating treatment effects in individuals.

Hugo Gobato Souto, Francisco Louzada Neto

2025-06-07T06:43:00+00:00 ― 7 min read

Machine Learning Improving Naive Bayes Classification with Projection Pursuit

Enhancing Naive Bayes model accuracy using optimal data projections.

David P. Hofmeyr, Francois Kamper, Michail M. Melonas

2025-06-07T05:52:56+00:00 ― 6 min read

Computer Vision and Pattern Recognition Improving Video Summarization Techniques for Efficiency

New methods enhance video summarization accuracy while reducing computational costs.

Ashish Prasad, Pranav Jeevan, Amit Sethi

2025-06-07T05:17:30+00:00 ― 5 min read

Machine Learning Class Imbalance in Machine Learning: Resampling vs. Reweighting

Examining strategies for improving feature learning in imbalanced datasets.

Tomoyuki Obuchi, Toshiyuki Tanaka

2025-06-07T05:02:52+00:00 ― 7 min read

Machine Learning Credibility Transformer: A New Model in Insurance Predictive Analytics

Introducing a model that combines classic methods with deep learning for better insurance predictions.

Ronald Richman, Salvatore Scognamiglio, Mario V. Wüthrich

2025-06-07T04:41:14+00:00 ― 7 min read

Computation and Language RAGProbe: Streamlining RAG System Evaluations

RAGProbe automates the evaluation of RAG systems, improving their performance and reliability.

Shangeetha Sivasothy, Scott Barnett, Stefanus Kurniawan

2025-06-07T04:38:00+00:00 ― 6 min read

Machine Learning Introducing AutoSTF: A New Way to Forecast Spatio-Temporal Data

AutoSTF automates spatio-temporal forecasting for better predictions and efficiency.

Tengfei Lyu, Weijia Zhang, Jinliang Deng

2025-06-07T04:14:18+00:00 ― 5 min read

Machine Learning Recurrent Neural Networks: A Deep Dive into Their Capabilities

Exploring the effectiveness and questions surrounding recurrent neural networks in sequential data processing.

Yuling Jiao, Yang Wang, Bokai Yan

2025-06-07T04:12:48+00:00 ― 6 min read

Robotics Advancements in Robot Learning Techniques

Enhancing robots' ability to adapt and learn from experiences.

Jiaheng Hu, Rose Hendrix, Ali Farhadi

2025-06-07T03:50:36+00:00 ― 7 min read

Machine Learning The Essence of Causal Discovery in Data Analysis

Discover how causal relationships impact decisions in various fields.

Ziyang Jiao, Ce Guo, Wayne Luk

2025-06-07T03:22:44+00:00 ― 8 min read