BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 9151–9175 of 10033 papers

Title	Date	Tasks	Status
Machine learning approach for segmenting glands in colon histology images using local intensity and texture features	May 15, 2019	BIG-bench Machine LearningColorectal Gland Segmentation:	CodeCode Available
Geometric Constellation Shaping for Fiber Optic Communication Systems via End-to-end Learning	Oct 1, 2018	BIG-bench Machine Learning	CodeCode Available
A predictive analytics approach for stroke prediction using machine learning and neural networks	Mar 1, 2022	BenchmarkingBIG-bench Machine Learning	CodeCode Available
Power Consumption Variation over Activation Functions	Jun 12, 2020	BIG-bench Machine Learning	CodeCode Available
Geometry encoding for numerical simulations	Apr 15, 2021	BIG-bench Machine Learning	CodeCode Available
Powered Outer Probabilistic Clustering	Oct 25, 2017	BIG-bench Machine LearningClustering	CodeCode Available
Dynamic Mode Decomposition based feature for Image Classification	Oct 8, 2019	BIG-bench Machine LearningClassification	CodeCode Available
D-VAE: A Variational Autoencoder for Directed Acyclic Graphs	Apr 24, 2019	Bayesian OptimizationBIG-bench Machine Learning	CodeCode Available
Power Evolution Prediction and Optimization in a Multi-span System Based on Component-wise System Modeling	Sep 11, 2020	BIG-bench Machine Learning	CodeCode Available
Power-grid stability predictions using transferable machine learning	May 17, 2021	BIG-bench Machine Learning	CodeCode Available
Machine Learning Assisted Orthonormal Basis Selection for Functional Data Analysis	Mar 12, 2021	BIG-bench Machine Learning	CodeCode Available
DUTH at SemEval-2020 Task 11: BERT with Entity Mapping for Propaganda Classification	Aug 22, 2020	ArticlesBIG-bench Machine Learning	CodeCode Available
GhostImage: Remote Perception Attacks against Camera-based Image Classification Systems	Jan 21, 2020	Autonomous DrivingBIG-bench Machine Learning	CodeCode Available
DScribe: Library of Descriptors for Machine Learning in Materials Science	Apr 18, 2019	BIG-bench Machine LearningFormation Energy	CodeCode Available
Machine Learning Assisted Phase-less Millimeter-Wave Beam Alignment in Multipath Channels	Sep 29, 2021	BIG-bench Machine LearningCompressive Sensing	CodeCode Available
Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network	Aug 4, 2019	BIG-bench Machine LearningKnowledge Graph Embeddings	CodeCode Available
DP-UTIL: Comprehensive Utility Analysis of Differential Privacy in Machine Learning	Dec 24, 2021	BIG-bench Machine LearningInference Attack	CodeCode Available
DPPy: Sampling DPPs with Python	Sep 19, 2018	BIG-bench Machine LearningDiversity	CodeCode Available
Power of data in quantum machine learning	Nov 3, 2020	BIG-bench Machine LearningQuantum Machine Learning	CodeCode Available
Global and Local Interpretation of black-box Machine Learning models to determine prognostic factors from early COVID-19 data	Sep 10, 2021	BIG-bench Machine LearningExplainable Models	CodeCode Available
Multilabel Classification with R Package mlr	Mar 27, 2017	BIG-bench Machine LearningClassification	CodeCode Available
An embarrassingly simple comparison of machine learning algorithms for indoor scene classification	Sep 25, 2021	BIG-bench Machine LearningClassification	CodeCode Available
Global Model Interpretation via Recursive Partitioning	Feb 11, 2018	BIG-bench Machine Learningmodel	CodeCode Available
The What-If Tool: Interactive Probing of Machine Learning Models	Jul 9, 2019	BIG-bench Machine LearningFairness	CodeCode Available
Practical and Configurable Network Traffic Classification Using Probabilistic Machine Learning	Jul 10, 2021	BIG-bench Machine LearningClassification	CodeCode Available

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Fb232	account and password	100	—	Unverified