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 726–750 of 10033 papers

Title	Date	Tasks	Status	Hype	Score
On Tilted Losses in Machine Learning: Theory and Applications	Sep 13, 2021	BIG-bench Machine LearningFairness	CodeCode Available	1	5
Compliance Generation for Privacy Documents under GDPR: A Roadmap for Implementing Automation and Machine Learning	Dec 23, 2020	BIG-bench Machine Learning	CodeCode Available	1	5
Optimal binning: mathematical programming formulation	Jan 22, 2020	BIG-bench Machine Learning	CodeCode Available	1	5
Optimal Stopping via Randomized Neural Networks	Apr 28, 2021	BIG-bench Machine Learning	CodeCode Available	1	5
Optimising Resource Management for Embedded Machine Learning	May 8, 2021	BIG-bench Machine LearningManagement	CodeCode Available	1	5
A Machine Learning Tutorial for Operational Meteorology, Part I: Traditional Machine Learning	Apr 15, 2022	BIG-bench Machine Learningregression	CodeCode Available	1	5
Oracle-MNIST: a Realistic Image Dataset for Benchmarking Machine Learning Algorithms	May 19, 2022	BenchmarkingBIG-bench Machine Learning	CodeCode Available	1	5
Compute Trends Across Three Eras of Machine Learning	Feb 11, 2022	BIG-bench Machine LearningDeep Learning	CodeCode Available	1	5
Computationally Tractable Riemannian Manifolds for Graph Embeddings	Feb 20, 2020	BIG-bench Machine Learning	CodeCode Available	1	5
AnalogVNN: A fully modular framework for modeling and optimizing photonic neural networks	Oct 14, 2022	BIG-bench Machine LearningGPU	CodeCode Available	1	5
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting	Jun 13, 2015	BIG-bench Machine LearningVideo Prediction	CodeCode Available	1	5
Ergo, SMIRK is Safe: A Safety Case for a Machine Learning Component in a Pedestrian Automatic Emergency Brake System	Apr 16, 2022	BIG-bench Machine Learning	CodeCode Available	1	5
Conjecturing-Based Discovery of Patterns in Data	Nov 23, 2020	BIG-bench Machine Learningregression	CodeCode Available	1	5
Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning	May 14, 2020	BIG-bench Machine LearningFairness	CodeCode Available	1	5
Consistent Individualized Feature Attribution for Tree Ensembles	Feb 12, 2018	BIG-bench Machine Learning	CodeCode Available	1	5
Energy Flow Networks: Deep Sets for Particle Jets	Oct 11, 2018	BIG-bench Machine Learning	CodeCode Available	1	5
Persformer: A Transformer Architecture for Topological Machine Learning	Dec 30, 2021	BIG-bench Machine LearningTopological Data Analysis	CodeCode Available	1	5
Emblaze: Illuminating Machine Learning Representations through Interactive Comparison of Embedding Spaces	Feb 5, 2022	BIG-bench Machine Learning	CodeCode Available	1	5
Convolutional neural networks: a magic bullet for gravitational-wave detection?	Apr 18, 2019	AstronomyBIG-bench Machine Learning	CodeCode Available	1	5
copent: Estimating Copula Entropy and Transfer Entropy in R	May 27, 2020	BIG-bench Machine LearningCausal Discovery	CodeCode Available	1	5
Copula-based synthetic data augmentation for machine-learning emulators	Dec 16, 2020	BIG-bench Machine LearningData Augmentation	CodeCode Available	1	5
Entangled Datasets for Quantum Machine Learning	Sep 8, 2021	BIG-bench Machine LearningQuantum Machine Learning	CodeCode Available	1	5
Physics-Informed Machine Learning Simulator for Wildfire Propagation	Dec 12, 2020	BIG-bench Machine LearningPhysics-informed machine learning	CodeCode Available	1	5
Counterfactual Explanations for Machine Learning on Multivariate Time Series Data	Aug 25, 2020	BIG-bench Machine Learningcounterfactual	CodeCode Available	1	5
DagSim: Combining DAG-based model structure with unconstrained data types and relations for flexible, transparent, and modularized data simulation	May 6, 2022	BIG-bench Machine LearningCausal Inference	CodeCode Available	1	5

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Benchmark Results

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