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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 6701–6750 of 10033 papers

TitleStatusHype
Wind Estimation Using Quadcopter Motion: A Machine Learning Approach—0
Perturbation theory approach to study the latent space degeneracy of Variational Autoencoders—0
The stochastic multi-gradient algorithm for multi-objective optimization and its application to supervised machine learning—0
Learning a Behavior Model of Hybrid Systems Through Combining Model-Based Testing and Machine Learning (Full Version)—0
Super-resolution meets machine learning: approximation of measures—0
On Designing Machine Learning Models for Malicious Network Traffic Classification—0
The What-If Tool: Interactive Probing of Machine Learning ModelsCode0
Application Inference using Machine Learning based Side Channel Analysis—0
Improving Reverberant Speech Training Using Diffuse Acoustic Simulation—0
Dreaming machine learning: Lipschitz extensions for reinforcement learning on financial markets—0
Non-Invasive MGMT Status Prediction in GBM Cancer Using Magnetic Resonance Images (MRI) Radiomics Features: Univariate and Multivariate Machine Learning Radiogenomics Analysis—0
Copula Representations and Error Surface Projections for the Exclusive Or Problem—0
Collaborative Machine Learning at the Wireless Edge with Blind Transmitters—0
Quantifying Transparency of Machine Learning Systems through Analysis of Contributions—0
Case-Based Reasoning for Assisting Domain Experts in Processing Fraud Alerts of Black-Box Machine Learning Models—0
IRNet: A General Purpose Deep Residual Regression Framework for Materials DiscoveryCode0
Resource-Efficient Wearable Computing for Real-Time Reconfigurable Machine Learning: A Cascading Binary Classification—0
A Human-Grounded Evaluation of SHAP for Alert Processing—0
Intelligent Systems Design for Malware Classification Under Adversarial Conditions—0
Precision annealing Monte Carlo methods for statistical data assimilation and machine learning—0
Benchmarking Contemporary Deep Learning Hardware and Frameworks:A Survey of Qualitative MetricsCode0
Deep Neural Baselines for Computational Paralinguistics—0
Wireless Federated Distillation for Distributed Edge Learning with Heterogeneous Data—0
Visus: An Interactive System for Automatic Machine Learning Model Building and Curation—0
On Explaining Machine Learning Models by Evolving Crucial and Compact Features—0
Transfer Learning for Risk Classification of Social Media Posts: Model Evaluation StudyCode0
Fair Kernel Regression via Fair Feature Embedding in Kernel SpaceCode0
Subsampling Bias and The Best-Discrepancy Systematic Cross Validation—0
Cascade Attention Guided Residue Learning GAN for Cross-Modal TranslationCode0
Towards Interpretable Deep Extreme Multi-label Learning—0
On a Randomized Multi-Block ADMM for Solving Selected Machine Learning ProblemsCode0
High-Throughput Machine Learning from Electronic Health Records—0
Machine learning and behavioral economics for personalized choice architecture—0
Reproducibility in Machine Learning for Health—0
Machine Learning based Prediction of Hierarchical Classification of Transposable Elements—0
An Iteratively Re-weighted Method for Problems with Sparsity-Inducing Norms—0
Treant: Training Evasion-Aware Decision TreesCode0
System Misuse Detection via Informed Behavior Clustering and Modeling—0
ML-based Fault Injection for Autonomous Vehicles: A Case for Bayesian Fault Injection—0
Two-stage Optimization for Machine Learning WorkflowCode0
lingvis.io - A Linguistic Visual Analytics Framework—0
sGDML: Constructing Accurate and Data Efficient Molecular Force Fields Using Machine LearningCode0
AutoML Strategy Based on Grammatical Evolution: A Case Study about Knowledge Discovery from Text—0
Natural Language Understanding with the Quora Question Pairs Dataset—0
Symmetry Detection and Classification in Drawings of GraphsCode0
An Environment for Relational Annotation of Political Debates—0
Short-term prediction of Electricity Outages Caused by Convective Storms—0
An Open Source AutoML Benchmark—0
Computational Ad Hominem DetectionCode0
Flamb\'e: A Customizable Framework for Machine Learning Experiments—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified