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 351–375 of 10033 papers

Title	Date	Tasks	Status	Hype	Score
A Bayesian neural network predicts the dissolution of compact planetary systems	Jan 11, 2021	BIG-bench Machine LearningTime Series Analysis	CodeCode Available	1	5
Confidence Intervals for Testing Disparate Impact in Fair Learning	Jul 17, 2018	BIG-bench Machine Learning	CodeCode Available	1	5
Efficient Continuous Pareto Exploration in Multi-Task Learning	Jun 29, 2020	BIG-bench Machine LearningMultiobjective Optimization	CodeCode Available	1	5
Apache Submarine: A Unified Machine Learning Platform Made Simple	Aug 22, 2021	BIG-bench Machine Learning	CodeCode Available	1	5
Dendrite Net: A White-Box Module for Classification, Regression, and System Identification	Apr 8, 2020	AttributeBIG-bench Machine Learning	CodeCode Available	1	5
Applied Federated Learning: Improving Google Keyboard Query Suggestions	Dec 7, 2018	BIG-bench Machine LearningFederated Learning	CodeCode Available	1	5
Entangled Datasets for Quantum Machine Learning	Sep 8, 2021	BIG-bench Machine LearningQuantum Machine Learning	CodeCode Available	1	5
Explaining Machine Learning Models using Entropic Variable Projection	Oct 18, 2018	BIG-bench Machine Learning	CodeCode Available	1	5
A Preliminary Study of Neural Network-based Approximation for HPC Applications	Dec 18, 2018	BIG-bench Machine Learning	CodeCode Available	1	5
Eth2Vec: Learning Contract-Wide Code Representations for Vulnerability Detection on Ethereum Smart Contracts	Jan 7, 2021	BIG-bench Machine LearningVulnerability Detection	CodeCode Available	1	5
Adversarial Examples Are Not Bugs, They Are Features	May 6, 2019	BIG-bench Machine Learning	CodeCode Available	1	5
Evaluating Protein Transfer Learning with TAPE	Jun 19, 2019	BIG-bench Machine LearningRepresentation Learning	CodeCode Available	1	5
Approximate Network Motif Mining Via Graph Learning	Jun 2, 2022	BIG-bench Machine LearningGraph Classification	CodeCode Available	1	5
Approximating Network Centrality Measures Using Node Embedding and Machine Learning	Jun 29, 2020	BIG-bench Machine LearningGraph Embedding	CodeCode Available	1	5
EventGraD: Event-Triggered Communication in Parallel Machine Learning	Mar 12, 2021	BIG-bench Machine Learning	CodeCode Available	1	5
Combining SchNet and SHARC: The SchNarc machine learning approach for excited-state dynamics	Feb 17, 2020	BIG-bench Machine LearningDeep Learning	CodeCode Available	1	5
Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing	Oct 6, 2021	BIG-bench Machine Learning	CodeCode Available	1	5
A Primer on the Signature Method in Machine Learning	Mar 11, 2016	BIG-bench Machine LearningDimensionality Reduction	CodeCode Available	1	5
Adversarial EXEmples: A Survey and Experimental Evaluation of Practical Attacks on Machine Learning for Windows Malware Detection	Aug 17, 2020	BIG-bench Machine LearningMalware Detection	CodeCode Available	1	5
A quantum algorithm for training wide and deep classical neural networks	Jul 19, 2021	BIG-bench Machine LearningQuantum Machine Learning	CodeCode Available	1	5
Fairness Measures for Regression via Probabilistic Classification	Jan 16, 2020	BIG-bench Machine LearningClassification	CodeCode Available	1	5
A Rationale-Centric Framework for Human-in-the-loop Machine Learning	Mar 24, 2022	BIG-bench Machine LearningFew-Shot Learning	CodeCode Available	1	5
Are Convolutional Neural Networks or Transformers more like human vision?	May 15, 2021	BIG-bench Machine LearningObject Recognition	CodeCode Available	1	5
Fair Preprocessing: Towards Understanding Compositional Fairness of Data Transformers in Machine Learning Pipeline	Jun 2, 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

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Benchmark Results

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