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 2151–2200 of 10033 papers

Title	Date	Tasks	Status	Score
Cyberbullying Detection in Social Networks Using Deep Learning Based Models; A Reproducibility Study	Dec 19, 2018	4kBIG-bench Machine Learning	CodeCode Available	5
CYCLADES: Conflict-free Asynchronous Machine Learning	May 31, 2016	BIG-bench Machine LearningStochastic Optimization	CodeCode Available	5
Detection, localisation and tracking of pallets using machine learning techniques and 2D range data	Mar 29, 2018	BIG-bench Machine Learning	CodeCode Available	5
Detection of Adversarial Training Examples in Poisoning Attacks through Anomaly Detection	Feb 8, 2018	Anomaly DetectionBIG-bench Machine Learning	CodeCode Available	5
Data Assimilation Networks	Oct 19, 2020	BIG-bench Machine Learning	CodeCode Available	5
Determining the best classifier for predicting the value of a boolean field on a blood donor database using genetic algorithms	Feb 21, 2018	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Customer Segmentation	Feb 15, 2018	BIG-bench Machine LearningClustering	CodeCode Available	5
Developing an App to interpret Chest X-rays to support the diagnosis of respiratory pathology with Artificial Intelligence	Jun 26, 2019	BIG-bench Machine LearningDiagnostic	CodeCode Available	5
An Open Source Software Stack for Tuning the Dynamical Behavior of Complex Power Systems	Dec 1, 2021	BIG-bench Machine Learning	CodeCode Available	5
CXPlain: Causal Explanations for Model Interpretation under Uncertainty	Oct 27, 2019	BIG-bench Machine LearningFeature Importance	CodeCode Available	5
Development of a skateboarding trick classifier using accelerometry and machine learning	May 6, 2020	BIG-bench Machine LearningComputational Efficiency	CodeCode Available	5
Adaptive Decision Forest: An Incremental Machine Learning Framework	Jan 28, 2021	BIG-bench Machine Learning	CodeCode Available	5
Dancing in the Dark: Private Multi-Party Machine Learning in an Untrusted Setting	Nov 23, 2018	BIG-bench Machine LearningFederated Learning	CodeCode Available	5
DiffEqFlux.jl - A Julia Library for Neural Differential Equations	Feb 6, 2019	BIG-bench Machine Learning	CodeCode Available	5
A hybrid machine-learning algorithm for designing quantum experiments	Dec 7, 2018	AllBIG-bench Machine Learning	CodeCode Available	5
Crust Macrofracturing as the Evidence of the Last Deglaciation	Jun 6, 2022	AttributeBIG-bench Machine Learning	CodeCode Available	5
Challenges in Deploying Machine Learning: a Survey of Case Studies	Nov 18, 2020	BIG-bench Machine LearningSurvey	CodeCode Available	5
Challenges for machine learning in clinical translation of big data imaging studies	Jul 7, 2021	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
An Open Review of OpenReview: A Critical Analysis of the Machine Learning Conference Review Process	Oct 11, 2020	BIG-bench Machine Learning	CodeCode Available	5
Cross-Layer Approximation For Printed Machine Learning Circuits	Mar 11, 2022	BIG-bench Machine Learning	CodeCode Available	5
Cross-layer Optimization for High Speed Adders: A Pareto Driven Machine Learning Approach	Jul 18, 2018	Active LearningBIG-bench Machine Learning	CodeCode Available	5
Closing the Loop: A Framework for Trustworthy Machine Learning in Power Systems	Mar 14, 2022	BIG-bench Machine LearningDataset Generation	CodeCode Available	5
Direction Concentration Learning: Enhancing Congruency in Machine Learning	Dec 17, 2019	BIG-bench Machine LearningContinual Learning	CodeCode Available	5
Crafting Adversarial Input Sequences for Recurrent Neural Networks	Apr 28, 2016	Autonomous VehiclesBIG-bench Machine Learning	CodeCode Available	5
COVID-19 and Your Smartphone: BLE-based Smart Contact Tracing	May 28, 2020	BIG-bench Machine LearningPrivacy Preserving	CodeCode Available	5
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