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 1401–1425 of 10033 papers

Title	Date	Tasks	Status	Score
Federated Learning in Unreliable and Resource-Constrained Cellular Wireless Networks	Dec 9, 2020	BIG-bench Machine LearningFederated Learning	CodeCode Available	5
A Robust Hybrid Approach for Textual Document Classification	Sep 12, 2019	BIG-bench Machine LearningClassification	CodeCode Available	5
Distributed Learning of Deep Neural Networks using Independent Subnet Training	Oct 4, 2019	BIG-bench Machine LearningImage Classification	CodeCode Available	5
A rigorous and robust quantum speed-up in supervised machine learning	Oct 5, 2020	BIG-bench Machine LearningQuantum Machine Learning	CodeCode Available	5
A Richly Annotated Corpus for Different Tasks in Automated Fact-Checking	Oct 29, 2019	BIG-bench Machine LearningFact Checking	CodeCode Available	5
Distributed Differentially Private Computation of Functions with Correlated Noise	Apr 22, 2019	BIG-bench Machine LearningPrivacy Preserving	CodeCode Available	5
A Benchmark Study of Machine Learning Models for Online Fake News Detection	May 12, 2019	BIG-bench Machine LearningFake News Detection	CodeCode Available	5
Distributed deep learning on edge-devices: feasibility via adaptive compression	Feb 15, 2017	BIG-bench Machine LearningCPU	CodeCode Available	5
Effects of Parametric and Non-Parametric Methods on High Dimensional Sparse Matrix Representations	Feb 7, 2022	BIG-bench Machine Learningvalid	CodeCode Available	5
Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification	Sep 12, 2019	BIG-bench Machine LearningBinary text classification	CodeCode Available	5
Finding Structure and Causality in Linear Programs	Mar 29, 2022	BIG-bench Machine Learning	CodeCode Available	5
Flexible Group Fairness Metrics for Survival Analysis	May 26, 2022	BIG-bench Machine LearningFairness	CodeCode Available	5
Discriminating Quantum States with Quantum Machine Learning	Dec 1, 2021	BIG-bench Machine LearningQuantum Machine Learning	CodeCode Available	5
Discriminating Between Similar Nordic Languages	Dec 11, 2020	BIG-bench Machine LearningLanguage Identification	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
Discovering General-Purpose Active Learning Strategies	Oct 9, 2018	Active LearningBIG-bench Machine Learning	CodeCode Available	5
Forensicability of Deep Neural Network Inference Pipelines	Feb 1, 2021	BIG-bench Machine Learning	CodeCode Available	5
Formal Verification of Input-Output Mappings of Tree Ensembles	May 10, 2019	BIG-bench Machine Learning	CodeCode Available	5
A Deep Learning Approach to Probabilistic Forecasting of Weather	Mar 23, 2022	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
Discovering long term dependencies in noisy time series data using deep learning	Nov 15, 2020	BIG-bench Machine LearningTime Series	CodeCode Available	5
A machine learning methodology for real-time forecasting of the 2019-2020 COVID-19 outbreak using Internet searches, news alerts, and estimates from mechanistic models	Apr 8, 2020	BIG-bench Machine LearningClustering	CodeCode Available	5
Disentangling Abstraction from Statistical Pattern Matching in Human and Machine Learning	Apr 4, 2022	BIG-bench Machine LearningInductive Bias	CodeCode Available	5
Directional Statistics in Machine Learning: a Brief Review	May 1, 2016	BIG-bench Machine Learning	CodeCode Available	5
Direction Concentration Learning: Enhancing Congruency in Machine Learning	Dec 17, 2019	BIG-bench Machine LearningContinual Learning	CodeCode Available	5
Discovering conservation laws from trajectories via machine learning	Feb 8, 2021	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