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 1776–1800 of 10033 papers

Title	Date	Tasks	Status	Score
Deep Reinforcement Learning for Synthesizing Functions in Higher-Order Logic	Oct 25, 2019	Automated Theorem ProvingBIG-bench Machine Learning	CodeCode Available	5
Applying Machine Learning to Crowd-sourced Data from Earthquake Detective	Nov 5, 2020	BIG-bench Machine LearningTime Series	CodeCode Available	5
On Lightweight Privacy-Preserving Collaborative Learning for Internet of Things by Independent Random Projections	Dec 11, 2020	BIG-bench Machine LearningPrivacy Preserving	CodeCode Available	5
An Empirical Analysis of Feature Engineering for Predictive Modeling	Jan 26, 2017	BIG-bench Machine LearningFeature Engineering	CodeCode Available	5
On Machine Learning-Driven Surrogates for Sound Transmission Loss Simulations	Apr 25, 2022	BIG-bench Machine LearningDecision Making	CodeCode Available	5
Deep localization of protein structures in fluorescence microscopy images	Oct 9, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
DeepLogic: Towards End-to-End Differentiable Logical Reasoning	May 18, 2018	BIG-bench Machine LearningLogical Reasoning	CodeCode Available	5
Achieving Model Fairness in Vertical Federated Learning	Sep 17, 2021	BIG-bench Machine LearningFairness	CodeCode Available	5
On the logistical difficulties and findings of Jopara Sentiment Analysis	May 6, 2021	BIG-bench Machine LearningSentiment Analysis	CodeCode Available	5
Bayesian Modelling in Practice: Using Uncertainty to Improve Trustworthiness in Medical Applications	Jun 20, 2019	BIG-bench Machine LearningDecision Making	CodeCode Available	5
An Empirical Comparison of Bias Reduction Methods on Real-World Problems in High-Stakes Policy Settings	May 13, 2021	BIG-bench Machine LearningFairness	CodeCode Available	5
On the Resilience of Biometric Authentication Systems against Random Inputs	Jan 13, 2020	BIG-bench Machine Learning	CodeCode Available	5
On the role of feedback in visual processing: a predictive coding perspective	Jun 8, 2021	BIG-bench Machine LearningObject Recognition	CodeCode Available	5
Deep Learning with Topological Signatures	Jul 13, 2017	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
DeepMind Lab	Dec 12, 2016	BIG-bench Machine Learning	CodeCode Available	5
Deep Residual Mixture Models	Jun 22, 2020	BIG-bench Machine Learning	CodeCode Available	5
Bayesian Optimization for Categorical and Category-Specific Continuous Inputs	Nov 28, 2019	Bayesian OptimizationBIG-bench Machine Learning	CodeCode Available	5
An Empirical Evaluation of Flow Based Programming in the Machine Learning Deployment Context	Apr 27, 2022	BIG-bench Machine Learning	CodeCode Available	5
OpenML: networked science in machine learning	Jul 29, 2014	BIG-bench Machine Learning	CodeCode Available	5
Demystifying Black-box Models with Symbolic Metamodels	Dec 1, 2019	BIG-bench Machine Learning	CodeCode Available	5
Algorithm as Experiment: Machine Learning, Market Design, and Policy Eligibility Rules	Apr 26, 2021	BIG-bench Machine LearningDecision Making	CodeCode Available	5
Applying Genetic Programming to Improve Interpretability in Machine Learning Models	May 18, 2020	BIG-bench Machine LearningExplainable artificial intelligence	CodeCode Available	5
Optimal Alarms for Vehicular Collision Detection	Aug 16, 2017	BIG-bench Machine Learning	CodeCode Available	5
Deep Learning for Sentiment Analysis : A Survey	Jan 24, 2018	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
Applying Deep Machine Learning for psycho-demographic profiling of Internet users using O.C.E.A.N. model of personality	Mar 7, 2017	BIG-bench Machine LearningPrediction	CodeCode Available	5

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Benchmark Results

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