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 9226–9250 of 10033 papers

Title	Date	Tasks	Status
Multiscale Laplacian Learning	Sep 8, 2021	BIG-bench Machine Learning	CodeCode Available
Adversarial Reprogramming of Neural Networks	Jun 28, 2018	BIG-bench Machine LearningGeneral Classification	CodeCode Available
Machine Learning Based Cyber Attacks Targeting on Controlled Information: A Survey	Feb 16, 2021	BIG-bench Machine Learning	CodeCode Available
Dlib-ml: A Machine Learning Toolkit	Jan 1, 2009	Anomaly DetectionBIG-bench Machine Learning	CodeCode Available
The Differentiable Cross-Entropy Method	Sep 27, 2019	BIG-bench Machine Learningcontinuous-control	CodeCode Available
Diversity in deep generative models and generative AI	Feb 19, 2022	BIG-bench Machine LearningDecoder	CodeCode Available
Predicting city safety perception based on visual image content	Feb 19, 2019	BIG-bench Machine Learning	CodeCode Available
Threat Assessment in Machine Learning based Systems	Jun 30, 2022	BIG-bench Machine Learning	CodeCode Available
Transformation of ReLU-based recurrent neural networks from discrete-time to continuous-time	Jan 1, 2020	BIG-bench Machine LearningNumerical Integration	CodeCode Available
Graph Kernels Based on Linear Patterns: Theoretical and Experimental Comparisons	Mar 1, 2019	BIG-bench Machine LearningGraph Classification	CodeCode Available
GraphLab: A New Framework for Parallel Machine Learning	Jun 25, 2010	BIG-bench Machine Learningcompressed sensing	CodeCode Available
Three Approaches for Personalization with Applications to Federated Learning	Feb 25, 2020	AllBIG-bench Machine Learning	CodeCode Available
Cross-layer Optimization for High Speed Adders: A Pareto Driven Machine Learning Approach	Jul 18, 2018	Active LearningBIG-bench Machine Learning	CodeCode Available
The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective	Feb 3, 2022	BIG-bench Machine Learning	CodeCode Available
Blocks and Fuel: Frameworks for deep learning	Jun 1, 2015	BIG-bench Machine LearningDeep Learning	CodeCode Available
Regularized target encoding outperforms traditional methods in supervised machine learning with high cardinality features	Apr 1, 2021	BIG-bench Machine Learning	CodeCode Available
Regularizing Black-box Models for Improved Interpretability	Feb 18, 2019	BIG-bench Machine LearningInterpretable Machine Learning	CodeCode Available
Patch Learning	Jun 1, 2019	BIG-bench Machine LearningEnsemble Learning	CodeCode Available
Distributed Learning of Deep Neural Networks using Independent Subnet Training	Oct 4, 2019	BIG-bench Machine LearningImage Classification	CodeCode Available
Multi-task problems are not multi-objective	Oct 14, 2021	BIG-bench Machine LearningMulti-Task Learning	CodeCode Available
Machine learning-based EDFA Gain Model Generalizable to Multiple Physical Devices	Sep 11, 2020	2D Object DetectionBIG-bench Machine Learning	CodeCode Available
ReinBo: Machine Learning pipeline search and configuration with Bayesian Optimization embedded Reinforcement Learning	Apr 10, 2019	Bayesian OptimizationBIG-bench Machine Learning	CodeCode Available
Distributed Differentially Private Computation of Functions with Correlated Noise	Apr 22, 2019	BIG-bench Machine LearningPrivacy Preserving	CodeCode Available
Multi-View Self-Attention for Interpretable Drug-Target Interaction Prediction	May 1, 2020	BIG-bench Machine LearningDrug Discovery	CodeCode Available
Reinforced Data Sampling for Model Diversification	Jun 12, 2020	BIG-bench Machine Learningmodel	CodeCode Available

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Benchmark Results

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