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 8976–9000 of 10033 papers

Title	Date	Tasks	Status
A Bayesian Perspective of Statistical Machine Learning for Big Data	Nov 9, 2018	BIG-bench Machine LearningGaussian Processes	CodeCode Available
Cascade Attention Guided Residue Learning GAN for Cross-Modal Translation	Jul 3, 2019	BIG-bench Machine LearningTranslation	CodeCode Available
A quantum-inspired classical algorithm for recommendation systems	Jul 10, 2018	BIG-bench Machine LearningQuantum Machine Learning	CodeCode Available
apsis - Framework for Automated Optimization of Machine Learning Hyper Parameters	Mar 10, 2015	BIG-bench Machine LearningHyperparameter Optimization	CodeCode Available
Autocalibration and Tweedie-dominance for Insurance Pricing with Machine Learning	Mar 5, 2021	BIG-bench Machine LearningDiagnostic	CodeCode Available
Physics-based machine learning for modeling stochastic IP3-dependent calcium dynamics	Sep 10, 2021	BIG-bench Machine Learning	CodeCode Available
Quantum enhancements for deep reinforcement learning in large spaces	Oct 28, 2019	BIG-bench Machine LearningDecision Making	CodeCode Available
Active learning with RESSPECT: Resource allocation for extragalactic astronomical transients	Oct 12, 2020	Active LearningAstronomy	CodeCode Available
Unsupervised Scalable Representation Learning for Multivariate Time Series	Jan 30, 2019	BIG-bench Machine LearningRepresentation Learning	CodeCode Available
Efficiently measuring a quantum device using machine learning	Oct 23, 2018	BIG-bench Machine Learning	CodeCode Available
Forensicability of Deep Neural Network Inference Pipelines	Feb 1, 2021	BIG-bench Machine Learning	CodeCode Available
Two Multilingual Corpora Extracted from the Tenders Electronic Daily for Machine Learning and Machine Translation Applications.	May 1, 2018	BIG-bench Machine LearningInformation Retrieval	CodeCode Available
Physics-enhanced machine learning for virtual fluorescence microscopy	Apr 9, 2020	BIG-bench Machine Learning	CodeCode Available
Cascade Adversarial Machine Learning Regularized with a Unified Embedding	Aug 8, 2017	BIG-bench Machine Learning	CodeCode Available
Theano: A Python framework for fast computation of mathematical expressions	May 9, 2016	BIG-bench Machine LearningClustering	CodeCode Available
Formal Verification of Input-Output Mappings of Tree Ensembles	May 10, 2019	BIG-bench Machine Learning	CodeCode Available
Forming Ensembles at Runtime: A Machine Learning Approach	Apr 30, 2021	BIG-bench Machine Learning	CodeCode Available
A Primer on Neural Network Models for Natural Language Processing	Oct 2, 2015	BIG-bench Machine Learning	CodeCode Available
Real numbers, data science and chaos: How to fit any dataset with a single parameter	Apr 28, 2019	BIG-bench Machine LearningTime Series	CodeCode Available
Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning	Nov 13, 2018	BIG-bench Machine Learningmodel	CodeCode Available
Authorship Attribution Using the Chaos Game Representation	Feb 14, 2018	Authorship AttributionBIG-bench Machine Learning	CodeCode Available
Real-Time Adversarial Attacks	May 31, 2019	Adversarial AttackBIG-bench Machine Learning	CodeCode Available
Physics Informed Deep Learning for Transport in Porous Media. Buckley Leverett Problem	Jan 15, 2020	BIG-bench Machine Learning	CodeCode Available
Active Learning amidst Logical Knowledge	Sep 26, 2017	Active LearningBIG-bench Machine Learning	CodeCode Available
Two-Player Games for Efficient Non-Convex Constrained Optimization	Apr 17, 2018	BIG-bench Machine LearningVocal Bursts Valence Prediction	CodeCode Available

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Benchmark Results

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