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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 3651–3700 of 10033 papers

TitleStatusHype
Sum-Rate Maximization for UAV-assisted Visible Light Communications using NOMA: Swarm Intelligence meets Machine Learning—0
Training Affective Computer Vision Models by Crowdsourcing Soft-Target Labels—0
Machine learning classification of non-Markovian noise disturbing quantum dynamicsCode0
Benchmarking Machine Learning: How Fast Can Your Algorithms Go?—0
DiPSeN: Differentially Private Self-normalizing Neural Networks For Adversarial Robustness in Federated Learning—0
Forecasting Commodity Prices Using Long Short-Term Memory Neural Networks—0
Towards a Robust and Trustworthy Machine Learning System Development: An Engineering Perspective—0
Designing Low-Correlation GPS Spreading Codes with a Natural Evolution Strategy Machine Learning Algorithm—0
Retrieval of Coloured Dissolved Organic Matter with Machine Learning Methods—0
Information-theoretic bounds on quantum advantage in machine learningCode0
Application of an automated machine learning-genetic algorithm (AutoML-GA) coupled with computational fluid dynamics simulations for rapid engine design optimization—0
Analyzing the Stability of Non-coplanar Circumbinary Planets using Machine Learning—0
On the Management of Type 1 Diabetes Mellitus with IoT Devices and ML Techniques—0
Adversarial Machine Learning for 5G Communications Security—0
Diminishing Uncertainty within the Training Pool: Active Learning for Medical Image Segmentation—0
User Response Prediction in Online Advertising—0
Who's a Good Boy? Reinforcing Canine Behavior in Real-Time using Machine LearningCode0
Dataset Definition Standard (DDS)—0
Architectural Patterns for the Design of Federated Learning Systems—0
Weighted Ensemble-model and Network Analysis: A method to predict fluid intelligence via naturalistic functional connectivity—0
Biosensors and Machine Learning for Enhanced Detection, Stratification, and Classification of Cells: A Review—0
Phishing Attacks and Websites Classification Using Machine Learning and Multiple Datasets (A Comparative Analysis)—0
Predicting Forest Fire Using Remote Sensing Data And Machine Learning—0
Adaptive Synthetic Characters for Military Training—0
State-of-the-Art Review of Machine Learning Applications in Constitutive Modeling of Soils—0
A Symmetric Loss Perspective of Reliable Machine Learning—0
Single-preparation unsupervised quantum machine learning: concepts and applications—0
Structured Machine Learning Tools for Modelling Characteristics of Guided Waves—0
Data Quality Measures and Efficient Evaluation Algorithms for Large-Scale High-Dimensional DataCode0
Shoiuld Humans Lie to Machines: The Incentive Compatibility of Lasso and General Weighted Lasso—0
The Value Added of Machine Learning to Causal Inference: Evidence from Revisited Studies—0
Fusion of Federated Learning and Industrial Internet of Things: A Survey—0
Learning to solve the single machine scheduling problem with release times and sum of completion times—0
Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead—0
A Pluggable Learned Index Method via Sampling and Gap Insertion—0
Gaussian Function On Response Surface Estimation—0
Synthetic Embedding-based Data Generation Methods for Student Performance—0
Learning optimal Bayesian prior probabilities from data—0
Combining Graph Neural Networks and Spatio-temporal Disease Models to Predict COVID-19 Cases in Germany—0
Integrated Optimization of Predictive and Prescriptive Tasks—0
Minimum Viable Model Estimates for Machine Learning ProjectsCode0
Improving DGA-Based Malicious Domain Classifiers for Malware Defense with Adversarial Machine Learning—0
Brain-like approaches to unsupervised learning of hidden representations - a comparative study—0
On the Robustness of Sentiment Analysis for Stock Price Forecasting—0
GLUECode: A Benchmark for Source Code Machine Learning Models—0
BAAAN: Backdoor Attacks Against Auto-encoder and GAN-Based Machine Learning Models—0
A Near-Optimal Recipe for Debiasing Trained Machine Learning Models—0
Key Phrase Extraction & Applause Prediction—0
Machine Learning Algorithms for Data Labeling: An Empirical Evaluation—0
End-to-End on-device Federated Learning: A case study—0
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