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 2176–2200 of 10033 papers

Title	Date	Tasks	Status	Score
CLRGaze: Contrastive Learning of Representations for Eye Movement Signals	Oct 25, 2020	BIG-bench Machine LearningContrastive Learning	CodeCode Available	5
Distillation as a Defense to Adversarial Perturbations against Deep Neural Networks	Nov 14, 2015	Autonomous VehiclesBIG-bench Machine Learning	CodeCode Available	5
Clustering for Binary Featured Datasets	Oct 25, 2018	BIG-bench Machine LearningClustering	CodeCode Available	5
Distinguishing rule- and exemplar-based generalization in learning systems	Oct 8, 2021	BIG-bench Machine LearningData Augmentation	CodeCode Available	5
Clustering to Reduce Spatial Data Set Size	Mar 21, 2018	BIG-bench Machine LearningClustering	CodeCode Available	5
cMelGAN: An Efficient Conditional Generative Model Based on Mel Spectrograms	May 15, 2022	BIG-bench Machine LearningMusic Generation	CodeCode Available	5
An overview of deep learning in medical imaging focusing on MRI	Nov 25, 2018	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
Cross-Device Tracking: Matching Devices and Cookies	Oct 5, 2015	BIG-bench Machine Learning	CodeCode Available	5
Cross-Modal Retrieval in the Cooking Context: Learning Semantic Text-Image Embeddings	Apr 30, 2018	BIG-bench Machine LearningCross-Modal Retrieval	CodeCode Available	5
Dank or Not? -- Analyzing and Predicting the Popularity of Memes on Reddit	Nov 29, 2020	BIG-bench Machine Learning	CodeCode Available	5
DeBayes: a Bayesian Method for Debiasing Network Embeddings	Feb 26, 2020	BIG-bench Machine LearningDecision Making	CodeCode Available	5
Cost Effective MLaaS Federation: A Combinatorial Reinforcement Learning Approach	Apr 29, 2022	BIG-bench Machine Learningreinforcement-learning	CodeCode Available	5
An O(N) Sorting Algorithm: Machine Learning Sort	May 11, 2018	BIG-bench Machine LearningGPU	CodeCode Available	5
Dlib-ml: A Machine Learning Toolkit	Jan 1, 2009	Anomaly DetectionBIG-bench Machine Learning	CodeCode Available	5
CoCoA: A General Framework for Communication-Efficient Distributed Optimization	Nov 7, 2016	BIG-bench Machine LearningDistributed Computing	CodeCode Available	5
Certified Data Removal from Machine Learning Models	Nov 8, 2019	BIG-bench Machine Learning	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
An Overview of Multi-Task Learning in Deep Neural Networks	Jun 15, 2017	BIG-bench Machine LearningDrug Discovery	CodeCode Available	5
Counterfactual diagnosis	Oct 15, 2019	BIG-bench Machine Learningcounterfactual	CodeCode Available	5
Code Smells for Machine Learning Applications	Mar 25, 2022	BIG-bench Machine Learning	CodeCode Available	5
Adaptive Optimization with Examplewise Gradients	Nov 30, 2021	BIG-bench Machine 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
CECILIA: Comprehensive Secure Machine Learning Framework	Feb 7, 2022	BIG-bench Machine LearningPrivacy Preserving	CodeCode Available	5
Consensus-Based Optimization on the Sphere: Convergence to Global Minimizers and Machine Learning	Jan 31, 2020	BIG-bench Machine Learningglobal-optimization	CodeCode Available	5

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Benchmark Results

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