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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Showing 40014050 of 10033 papers

TitleStatusHype
Discovering long term dependencies in noisy time series data using deep learningCode0
Predictive Coding, Variational Autoencoders, and Biological Connections0
Meta-modeling strategy for data-driven forecasting0
Deep Spatial Learning with Molecular VibrationCode0
TDAsweep: A Novel Dimensionality Reduction Method for Image Classification Tasks0
Cost-Sensitive Machine Learning Classification for Mass Tuberculosis Verbal Screening0
Classification of Reverse-Engineered Class Diagram and Forward-Engineered Class Diagram using Machine Learning0
Federated Learning System without Model Sharing through Integration of Dimensional Reduced Data Representations0
A GAN-based Approach for Mitigating Inference Attacks in Smart Home Environment0
End-to-End Learning from Noisy Crowd to Supervised Machine Learning Models0
IoT Wallet: Machine Learning-based Sensor Portfolio Application0
Population synthesis for urban resident modeling using deep generative models0
Fairness and Robustness in Invariant Learning: A Case Study in Toxicity ClassificationCode0
Analysis of COVID-19 evolution in Senegal: impact of health care capacity0
Performance and Power Modeling and Prediction Using MuMMI and Ten Machine Learning Methods0
Machine Learning Interpretability Meets TLS Fingerprinting0
Quality4.0 -- Transparent product quality supervision in the age of Industry 4.00
Ridge Rider: Finding Diverse Solutions by Following Eigenvectors of the Hessian0
Prospects and challenges of quantum finance0
Mostly Harmless Machine Learning: Learning Optimal Instruments in Linear IV Models0
An experiment on the mechanisms of racial bias in ML-based credit scoring in Brazil0
Active Learning from Crowd in Document Screening0
Machine Learning Based Path Planning for Improved Rover Navigation (Pre-Print Version)0
Long-Term Pipeline Failure Prediction Using Nonparametric Survival Analysis0
Feedback-Based Dynamic Feature Selection for Constrained Continuous Data Acquisition0
MotePy: A domain specific language for low-overhead machine learning and data processingCode0
A Systematic Comparison of Encrypted Machine Learning Solutions for Image Classification0
Deep machine learning-assisted multiphoton microscopy to reduce light exposure and expedite imaging0
Objective Diagnosis for Histopathological Images Based on Machine Learning Techniques: Classical Approaches and New Trends0
Forecasting asylum-related migration flows with machine learning and data at scale0
A contribution to Optimal Transport on incomparable spaces0
A Theory of Universal Learning0
Machine learning based luminance analysis of a μLED array0
TrimTuner: Efficient Optimization of Machine Learning Jobs in the Cloud via Sub-Sampling0
Risk Assessment for Machine Learning Models0
AI Poincaré: Machine Learning Conservation Laws from Trajectories0
Performative Prediction in a Stateful WorldCode0
Using machine-learning modelling to understand macroscopic dynamics in a system of coupled maps0
Adaptive Federated Dropout: Improving Communication Efficiency and Generalization for Federated Learning0
Universal Activation Function For Machine Learning0
Fair Machine Learning Under Partial Compliance0
Thermal Prediction for Efficient Energy Management of Clouds using Machine Learning0
The Potential of Machine Learning and NLP for Handling Students' Feedback (A Short Survey)0
On the Privacy Risks of Algorithmic FairnessCode0
Software engineering for artificial intelligence and machine learning software: A systematic literature review0
DETECTION AND CLASSIFICATION OF DIABETIC RETINOPATHY USING MACHINE LEARNING0
Machine learning applications to DNA subsequence and restriction site analysis0
Fault Location Estimation by Using Machine Learning Methods in Mixed Transmission Lines0
Explaining Differences in Classes of Discrete Sequences0
Underspecification Presents Challenges for Credibility in Modern Machine Learning0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100Unverified