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 2226–2250 of 10033 papers

Title	Date	Tasks	Status	Score
Crafting Adversarial Input Sequences for Recurrent Neural Networks	Apr 28, 2016	Autonomous VehiclesBIG-bench Machine Learning	CodeCode Available	5
Entropy from Machine Learning	Sep 24, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Correlator Convolutional Neural Networks: An Interpretable Architecture for Image-like Quantum Matter Data	Nov 6, 2020	BIG-bench Machine Learning	CodeCode Available	5
Cost Effective MLaaS Federation: A Combinatorial Reinforcement Learning Approach	Apr 29, 2022	BIG-bench Machine Learningreinforcement-learning	CodeCode Available	5
Coordinated Double Machine Learning	Jun 2, 2022	BIG-bench Machine Learning	CodeCode Available	5
Convex Density Constraints for Computing Plausible Counterfactual Explanations	Feb 12, 2020	BIG-bench Machine Learningcounterfactual	CodeCode Available	5
Constraining Effective Field Theories with Machine Learning	Apr 30, 2018	BIG-bench Machine Learning	CodeCode Available	5
EvalAI: Towards Better Evaluation Systems for AI Agents	Feb 10, 2019	BenchmarkingBIG-bench Machine Learning	CodeCode Available	5
Combining Machine Learning Classifiers for Stock Trading with Effective Feature Extraction	Jul 28, 2021	BIG-bench Machine LearningEnsemble Learning	CodeCode Available	5
Combining Machine Learning Models using combo Library	Sep 21, 2019	Anomaly DetectionBIG-bench Machine Learning	CodeCode Available	5
Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models	Jun 22, 2019	BenchmarkingBIG-bench Machine Learning	CodeCode Available	5
Constant Size Molecular Descriptors For Use With Machine Learning	Jan 23, 2017	BIG-bench Machine Learning	CodeCode Available	5
Evaluating recommender systems for AI-driven biomedical informatics	May 22, 2019	AI AgentBIG-bench Machine Learning	CodeCode Available	5
ALDI++: Automatic and parameter-less discord and outlier detection for building energy load profiles	Mar 13, 2022	BenchmarkingBIG-bench Machine Learning	CodeCode Available	5
Constrained Submodular Optimization for Vaccine Design	Jun 16, 2022	BIG-bench Machine Learning	CodeCode Available	5
Counterfactual diagnosis	Oct 15, 2019	BIG-bench Machine Learningcounterfactual	CodeCode Available	5
Combining Stochastic Adaptive Cubic Regularization with Negative Curvature for Nonconvex Optimization	Jun 27, 2019	BIG-bench Machine Learning	CodeCode Available	5
Causality for Machine Learning	Nov 24, 2019	BIG-bench Machine LearningCausal Inference	CodeCode Available	5
An Evaluation Toolkit to Guide Model Selection and Cohort Definition in Causal Inference	Jun 2, 2019	BIG-bench Machine LearningCausal Inference	CodeCode Available	5
A pipeline and comparative study of 12 machine learning models for text classification	Apr 4, 2022	BIG-bench Machine LearningClassification	CodeCode Available	5
EventMapper: Detecting Real-World Physical Events Using Corroborative and Probabilistic Sources	Jan 23, 2020	BIG-bench Machine LearningEvent Detection	CodeCode Available	5
A Pitfall of Learning from User-generated Data: In-depth Analysis of Subjective Class Problem	Mar 24, 2020	BIG-bench Machine Learning	CodeCode Available	5
Exoplanet Detection using Machine Learning	Nov 28, 2020	BIG-bench Machine LearningTime Series Analysis	CodeCode Available	5
Committee neural network potentials control generalization errors and enable active learning	Jun 2, 2020	Active LearningBIG-bench Machine Learning	CodeCode Available	5
A hybrid approach to supervised machine learning for algorithmic melody composition	Dec 29, 2016	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