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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 7251–7300 of 10033 papers

TitleStatusHype
Vulnerable road user detection: state-of-the-art and open challenges—0
Improving Deep Image Clustering With Spatial Transformer Layers—0
Distance metric learning based on structural neighborhoods for dimensionality reduction and classification performance improvement—0
Assessing the Local Interpretability of Machine Learning Models—0
Yes, we GAN: Applying Adversarial Techniques for Autonomous Driving—0
Discretization based Solutions for Secure Machine Learning against Adversarial Attacks—0
Does the "Artificial Intelligence Clinician" learn optimal treatment strategies for sepsis in intensive care?Code0
Modeling Heterogeneity in Mode-Switching Behavior Under a Mobility-on-Demand Transit System: An Interpretable Machine Learning Approach—0
Machine learning and chord based feature engineering for genre prediction in popular Brazilian musicCode0
Random Matrix Improved Covariance Estimation for a Large Class of Metrics—0
Ensemble Prediction of Time to Event Outcomes with Competing Risks: A Case Study of Surgical Complications in Crohn's Disease—0
DiffEqFlux.jl - A Julia Library for Neural Differential EquationsCode0
Gradient Boosting to Boost the Efficiency of Hydraulic Fracturing—0
Modular Block-diagonal Curvature Approximations for Feedforward ArchitecturesCode0
How to "DODGE" Complex Software Analytics?—0
Confusion matrices and rough set data analysis—0
Declarative Data Analytics: a Survey—0
Towards Federated Learning at Scale: System DesignCode1
Seizure Type Classification using EEG signals and Machine Learning: Setting a benchmarkCode0
Quantum Speedup in Adaptive Boosting of Binary Classification—0
What is Local Optimality in Nonconvex-Nonconcave Minimax Optimization?Code0
Medical Diagnosis with a Novel SVM-CoDOA Based Hybrid Approach—0
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning—0
Learning User Preferences via Reinforcement Learning with Spatial Interface Valuing—0
The Spatially-Conscious Machine Learning Model—0
ProteinNet: a standardized data set for machine learning of protein structureCode1
Dynamic fairness - Breaking vicious cycles in automatic decision making—0
TF-Replicator: Distributed Machine Learning for ResearchersCode0
Human-Centered Artificial Intelligence and Machine Learning—0
An Evaluation of the Human-Interpretability of Explanation—0
Hyperbox based machine learning algorithms: A comprehensive survey—0
Probability Functional Descent: A Unifying Perspective on GANs, Variational Inference, and Reinforcement Learning—0
Ensemble-based kernel learning for a class of data assimilation problems with imperfect forward simulators—0
Unsupervised Scalable Representation Learning for Multivariate Time SeriesCode0
Learning to Project in Multi-Objective Binary Linear Programming—0
A Combination Method for Android Malware Detection Based on Control Flow Graphs and Machine Learning Algorithms—0
A Machine-learning Based Ensemble Method For Anti-patterns DetectionCode0
Representation Transfer for Differentially Private Drug Sensitivity Prediction—0
RED-Attack: Resource Efficient Decision based Attack for Machine LearningCode0
Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation SystemCode0
Improved Adversarial Learning for Fair Classification—0
A Framework for Understanding Sources of Harm throughout the Machine Learning Life Cycle—0
Quasi-Newton Methods for Machine Learning: Forget the Past, Just SampleCode0
Strong Black-box Adversarial Attacks on Unsupervised Machine Learning Models—0
Fairwashing: the risk of rationalizationCode0
Support Feature Machines—0
Hybrid Machine Learning Approach to Popularity Prediction of Newly Released Contents for Online Video Streaming Service—0
Fairness in representation: quantifying stereotyping as a representational harm—0
Bayesian Differential Privacy for Machine LearningCode0
Anomaly detecting and ranking of the cloud computing platform by multi-view learning—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified