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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 6951–7000 of 10033 papers

TitleStatusHype
Exploring helical dynamos with machine learningCode0
Random Walks on Hypergraphs with Edge-Dependent Vertex WeightsCode0
Why Machines Cannot Learn Mathematics, Yet—0
Predicting Model Failure using Saliency Maps in Autonomous Driving SystemsCode0
Spatio-Temporal Adversarial Learning for Detecting Unseen Falls—0
Minimal Achievable Sufficient Statistic LearningCode0
A Text Classification Framework for Simple and Effective Early Depression Detection Over Social Media StreamsCode0
Analysis of the AutoML Challenge Series 2015–2018—0
The Curious Case of Machine Learning In Malware Detection—0
Merging versus Ensembling in Multi-Study Prediction: Theoretical Insight from Random EffectsCode0
Comparison-Based Framework for Psychophysics: Lab versus Crowdsourcing—0
Comparison of Machine Learning Models in Food Authentication Studies—0
Fast classification of small X-ray diffraction datasets using data augmentation and deep neural networksCode0
A deep learning approach to detecting volcano deformation from satellite imagery using synthetic datasetsCode0
Contrastive Fairness in Machine Learning—0
Unsupervised Machine Learning for the Discovery of Latent Disease Clusters and Patient Subgroups Using Electronic Health Records—0
Structure Label Prediction Using Similarity-Based Retrieval and Weakly-Supervised Label Mapping—0
Improving Regression-based Event Study Analysis Using a Topological Machine-learning Method—0
Machine Learning based English Sentiment Analysis—0
4D Seismic History Matching Incorporating Unsupervised Learning—0
PAGANDA: An Adaptive Task-Independent Automatic Data AugmentationCode0
Fairness in Machine Learning with Tractable Models—0
Every Sample a Task: Pushing the Limits of Heterogeneous Models with Personalized Regression—0
Connections Between Optimization in Machine Learning and Adaptive Control—0
Neural-Symbolic Computing: An Effective Methodology for Principled Integration of Machine Learning and Reasoning—0
On Norm-Agnostic Robustness of Adversarial Training—0
Embeddings and Representation Learning for Structured Data—0
Automatic Malware Description via Attribute Tagging and Similarity EmbeddingCode0
Synthetic Defocus and Look-Ahead Autofocus for Casual Videography—0
A Human-Centered Approach to Interactive Machine Learning—0
Ignorance-Aware Approaches and Algorithms for Prototype Selection in Machine Learning—0
Materials property prediction using symmetry-labeled graphs as atomic-position independent descriptorsCode0
Machine learning approach for segmenting glands in colon histology images using local intensity and texture featuresCode0
From What to How: An Initial Review of Publicly Available AI Ethics Tools, Methods and Research to Translate Principles into Practices—0
Graph Convolutional Gaussian Processes—0
Software Engineering for Fairness: A Case Study with Hyperparameter Optimization—0
Machine Learning at Microsoft with ML .NET—0
Evaluation Metrics for Unsupervised Learning Algorithms—0
Programming multi-level quantum gates in disordered computing reservoirs via machine learning and TensorFlowCode0
What Clinicians Want: Contextualizing Explainable Machine Learning for Clinical End Use—0
On Graph Classification Networks, Datasets and Baselines—0
A Cone-Beam X-Ray CT Data Collection designed for Machine LearningCode0
A Comparison of Techniques for Sentiment Classification of Film Reviews—0
A Benchmark Study of Machine Learning Models for Online Fake News DetectionCode0
Efficient Low-Rank Semidefinite Programming with Robust Loss Functions—0
Functional Correlations in the Pursuit of Performance Assessment of Classifiers—0
Attack and Anomaly Detection in IoT Sensors in IoT Sites Using Machine Learning Approaches—0
Explainable AI for Trees: From Local Explanations to Global UnderstandingCode0
Machine learning in acoustics: theory and applications—0
Formal Verification of Input-Output Mappings of Tree EnsemblesCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified