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 1451–1475 of 10033 papers

Title	Date	Tasks	Status	Score
Discriminating Quantum States with Quantum Machine Learning	Dec 1, 2021	BIG-bench Machine LearningQuantum Machine Learning	CodeCode Available	5
Directional Statistics in Machine Learning: a Brief Review	May 1, 2016	BIG-bench Machine Learning	CodeCode Available	5
A Benchmark of Selected Algorithmic Differentiation Tools on Some Problems in Computer Vision and Machine Learning	Jul 26, 2018	BIG-bench Machine Learning	CodeCode Available	5
Graph Kernels Based on Linear Patterns: Theoretical and Experimental Comparisons	Mar 1, 2019	BIG-bench Machine LearningGraph Classification	CodeCode Available	5
Difficulty Translation in Histopathology Images	Apr 27, 2020	BIG-bench Machine LearningTranslation	CodeCode Available	5
Direction Concentration Learning: Enhancing Congruency in Machine Learning	Dec 17, 2019	BIG-bench Machine LearningContinual Learning	CodeCode Available	5
Discriminative Adversarial Domain Generalization with Meta-learning based Cross-domain Validation	Nov 1, 2020	BIG-bench Machine LearningDomain Generalization	CodeCode Available	5
A Machine Learning Approach for Virtual Flow Metering and Forecasting	Feb 15, 2018	BIG-bench Machine Learning	CodeCode Available	5
Investigating Membership Inference Attacks under Data Dependencies	Oct 23, 2020	BIG-bench Machine LearningInference Attack	CodeCode Available	5
Guided Machine Learning for power grid segmentation	Nov 13, 2017	BIG-bench Machine LearningCommunity Detection	CodeCode Available	5
Differentiable Computational Geometry for 2D and 3D machine learning	Nov 22, 2020	BIG-bench Machine LearningGPU	CodeCode Available	5
DiffEqFlux.jl - A Julia Library for Neural Differential Equations	Feb 6, 2019	BIG-bench Machine Learning	CodeCode Available	5
Differentiable Iterated Function Systems	Mar 2, 2022	BIG-bench Machine Learning	CodeCode Available	5
Development of a skateboarding trick classifier using accelerometry and machine learning	May 6, 2020	BIG-bench Machine LearningComputational Efficiency	CodeCode Available	5
Adversarial Examples in Modern Machine Learning: A Review	Nov 13, 2019	Adversarial AttackBIG-bench Machine Learning	CodeCode Available	5
Hateminers : Detecting Hate speech against Women	Dec 17, 2018	BIG-bench Machine LearningHate Speech Detection	CodeCode Available	5
Adversarial examples in the physical world	Jul 8, 2016	BIG-bench Machine Learning	CodeCode Available	5
Head and Tail Localization of C. elegans	Jan 12, 2020	BIG-bench Machine Learning	CodeCode Available	5
Heterogeneous causal effects with imperfect compliance: a Bayesian machine learning approach	May 29, 2019	BIG-bench Machine LearningCausal Inference	CodeCode Available	5
Comparison of meta-learners for estimating multi-valued treatment heterogeneous effects	May 29, 2022	BIG-bench Machine LearningCausal Inference	CodeCode Available	5
DICODerma: A practical approach for metadata management of images in dermatology	Feb 17, 2021	BIG-bench Machine LearningManagement	CodeCode Available	5
Developing a Portable Natural Language Processing Based Phenotyping System	Jul 17, 2018	BIG-bench Machine Learning	CodeCode Available	5
Developing and validating multi-modal models for mortality prediction in COVID-19 patients: a multi-center retrospective study	Sep 1, 2021	BIG-bench Machine LearningDecision Making	CodeCode Available	5
High Dimensional Optimization through the Lens of Machine Learning	Dec 31, 2021	BIG-bench Machine LearningVocal Bursts Intensity Prediction	CodeCode Available	5
Developing Bug-Free Machine Learning Systems With Formal Mathematics	Jun 26, 2017	BIG-bench Machine Learning	CodeCode Available	5

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Benchmark Results

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