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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 3601–3650 of 10033 papers

TitleStatusHype
Dynamic backdoor attacks against federated learning—0
Discovering long term dependencies in noisy time series data using deep learningCode0
Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty—0
Predictive Coding, Variational Autoencoders, and Biological Connections—0
Meta-modeling strategy for data-driven forecasting—0
TDAsweep: A Novel Dimensionality Reduction Method for Image Classification Tasks—0
Deep Spatial Learning with Molecular VibrationCode0
Cost-Sensitive Machine Learning Classification for Mass Tuberculosis Verbal Screening—0
Classification of Reverse-Engineered Class Diagram and Forward-Engineered Class Diagram using Machine Learning—0
A GAN-based Approach for Mitigating Inference Attacks in Smart Home Environment—0
End-to-End Learning from Noisy Crowd to Supervised Machine Learning Models—0
IoT Wallet: Machine Learning-based Sensor Portfolio Application—0
Federated Learning System without Model Sharing through Integration of Dimensional Reduced Data Representations—0
NightVision: Generating Nighttime Satellite Imagery from Infra-Red ObservationsCode1
Population synthesis for urban resident modeling using deep generative models—0
Prospects and challenges of quantum finance—0
Quality4.0 -- Transparent product quality supervision in the age of Industry 4.0—0
Fairness and Robustness in Invariant Learning: A Case Study in Toxicity ClassificationCode0
Performance and Power Modeling and Prediction Using MuMMI and Ten Machine Learning Methods—0
Machine Learning Interpretability Meets TLS Fingerprinting—0
Analysis of COVID-19 evolution in Senegal: impact of health care capacity—0
Mostly Harmless Machine Learning: Learning Optimal Instruments in Linear IV Models—0
Ridge Rider: Finding Diverse Solutions by Following Eigenvectors of the Hessian—0
Active Learning from Crowd in Document Screening—0
An experiment on the mechanisms of racial bias in ML-based credit scoring in Brazil—0
Long-Term Pipeline Failure Prediction Using Nonparametric Survival Analysis—0
Ecole: A Gym-like Library for Machine Learning in Combinatorial Optimization SolversCode1
Hurricane Forecasting: A Novel Multimodal Machine Learning FrameworkCode1
Machine Learning Based Path Planning for Improved Rover Navigation (Pre-Print Version)—0
Differentially Private Synthetic Data: Applied Evaluations and EnhancementsCode1
Uncertainty estimation for molecular dynamics and samplingCode1
Deep machine learning-assisted multiphoton microscopy to reduce light exposure and expedite imaging—0
Is Private Learning Possible with Instance Encoding?Code1
Objective Diagnosis for Histopathological Images Based on Machine Learning Techniques: Classical Approaches and New Trends—0
A Systematic Comparison of Encrypted Machine Learning Solutions for Image Classification—0
MotePy: A domain specific language for low-overhead machine learning and data processingCode0
Feedback-Based Dynamic Feature Selection for Constrained Continuous Data Acquisition—0
Machine learning based luminance analysis of a μLED array—0
Privacy-Preserving XGBoost InferenceCode1
Risk Assessment for Machine Learning Models—0
A contribution to Optimal Transport on incomparable spaces—0
A Theory of Universal Learning—0
A Survey of Label-noise Representation Learning: Past, Present and FutureCode1
TrimTuner: Efficient Optimization of Machine Learning Jobs in the Cloud via Sub-Sampling—0
Forecasting asylum-related migration flows with machine learning and data at scale—0
AI Poincaré: Machine Learning Conservation Laws from Trajectories—0
Using machine-learning modelling to understand macroscopic dynamics in a system of coupled maps—0
Performative Prediction in a Stateful WorldCode0
Adaptive Federated Dropout: Improving Communication Efficiency and Generalization for Federated Learning—0
DETECTION AND CLASSIFICATION OF DIABETIC RETINOPATHY USING MACHINE LEARNING—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified