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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 526–550 of 10033 papers

TitleStatusHype
Neural-PDE: A RNN based neural network for solving time dependent PDEsCode1
Data Readiness for Natural Language ProcessingCode1
AdaBoost-CNN: An adaptive boosting algorithm for convolutional neural networks to classify multi-class imbalanced datasets using transfer learningCode1
Process Mining Meets Causal Machine Learning: Discovering Causal Rules from Event LogsCode1
P6: A Declarative Language for Integrating Machine Learning in Visual AnalyticsCode1
MementoML: Performance of selected machine learning algorithm configurations on OpenML100 datasetsCode1
Counterfactual Explanations for Machine Learning on Multivariate Time Series DataCode1
Developing and Defeating Adversarial ExamplesCode1
HinglishNLP: Fine-tuned Language Models for Hinglish Sentiment DetectionCode1
The effect of data encoding on the expressive power of variational quantum machine learning modelsCode1
Inductive logic programming at 30: a new introductionCode1
Adversarial EXEmples: A Survey and Experimental Evaluation of Practical Attacks on Machine Learning for Windows Malware DetectionCode1
AIPerf: Automated machine learning as an AI-HPC benchmarkCode1
A community-powered search of machine learning strategy space to find NMR property prediction modelsCode1
Machine Learning for Dynamic Resource Allocation in Network Function VirtualizationCode1
Key-Nets: Optical Transformation Convolutional Networks for Privacy Preserving Vision SensorsCode1
Active Importance Sampling for Variational Objectives Dominated by Rare Events: Consequences for Optimization and GeneralizationCode1
Deep learning for photoacoustic imaging: a surveyCode1
Machine Learning Panel Data Regressions with Heavy-tailed Dependent Data: Theory and ApplicationCode1
From Connectomic to Task-evoked Fingerprints: Individualized Prediction of Task Contrasts from Resting-state Functional ConnectivityCode1
From Connectomic to Task-evoked Fingerprints: Individualized Prediction of Task Contrasts fromResting-state Functional ConnectivityCode1
Data Minimization for GDPR Compliance in Machine Learning ModelsCode1
Accuracy and Fairness Trade-offs in Machine Learning: A Stochastic Multi-Objective ApproachCode1
Anonymizing Machine Learning ModelsCode1
A Novel Framework for Spatio-Temporal Prediction of Environmental Data Using Deep LearningCode1
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Benchmark Results

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