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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 6801–6850 of 10033 papers

TitleStatusHype
MaxiMin Active Learning in Overparameterized Model Classes—0
A New Multilabel System for Automatic Music Emotion Recognition—0
Zeroth-Order Stochastic Alternating Direction Method of Multipliers for Nonconvex Nonsmooth Optimization—0
Validating the Validation: Reanalyzing a large-scale comparison of Deep Learning and Machine Learning models for bioactivity predictionCode0
Job Recommendation through Progression of Job Selection—0
SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers—0
Machine Learning on data with sPlot background subtractionCode0
Adversarial Attacks on Remote User Authentication Using Behavioural Mouse Dynamics—0
Evaluation of Machine Learning-based Anomaly Detection Algorithms on an Industrial Modbus/TCP Data Set—0
Multi-Modal Graph Interaction for Multi-Graph Convolution Network in Urban Spatiotemporal Forecasting—0
Style transfer-based image synthesis as an efficient regularization technique in deep learning—0
Fooling Detection Alone is Not Enough: First Adversarial Attack against Multiple Object TrackingCode1
Practical and Consistent Estimation of f-Divergences—0
Machine Learning for Fluid Mechanics—0
Deep Online Learning with Stochastic Constraints—0
Purifying Adversarial Perturbation with Adversarially Trained Auto-encoders—0
Field-aware Calibration: A Simple and Empirically Strong Method for Reliable Probabilistic Predictions—0
Nonparametric Online Learning Using Lipschitz Regularized Deep Neural Networks—0
Usage of multiple RTL features for Earthquake prediction—0
An Ensemble of Bayesian Neural Networks for Exoplanetary Atmospheric RetrievalCode0
Ex-Twit: Explainable Twitter Mining on Health Data—0
Federated Forest—0
Brain-mediated Transfer Learning of Convolutional Neural Networks—0
Model Validation Using Mutated Training Labels: An Exploratory Study—0
Partially Encrypted Machine Learning using Functional EncryptionCode0
Machine Learning Estimation of Heterogeneous Treatment Effects with InstrumentsCode0
Privacy Risks of Securing Machine Learning Models against Adversarial ExamplesCode0
Automatic Machine Learning by Pipeline Synthesis using Model-Based Reinforcement Learning and a Grammar—0
Deep learning based mood tagging for Chinese song lyrics—0
Hangul Fonts Dataset: a Hierarchical and Compositional Dataset for Investigating Learned Representations—0
Computationally Efficient Feature Significance and Importance for Machine Learning ModelsCode0
Generative Adversarial Networks for Mitigating Biases in Machine Learning Systems—0
A Predictive Model for Steady-State Multiphase Pipe Flow: Machine Learning on Lab Data—0
Non-monotone DR-submodular Maximization: Approximation and Regret Guarantees—0
Machine Learning for Pricing American Options in High-Dimensional Markovian and non-Markovian models—0
Evaluating recommender systems for AI-driven biomedical informaticsCode0
A framework for the extraction of Deep Neural Networks by leveraging public data—0
Cognitive Model Priors for Predicting Human Decisions—0
The Machine Learning Bazaar: Harnessing the ML Ecosystem for Effective System DevelopmentCode0
Predicting and Forecasting the Price of Constituents and Index of Cryptocurrency Using Machine Learning—0
Medical Imaging with Deep Learning: MIDL 2019 -- Extended Abstract Track—0
Predicting TED Talk Ratings from Language and Prosody—0
Machine Learning Methods for Shark Detection—0
Explainable Machine Learning for Scientific Insights and Discoveries—0
High-Resolution Road Vehicle Collision Prediction for the City of MontrealCode0
Identification of synoptic weather types over Taiwan area with multiple classifiers—0
Random Walks on Hypergraphs with Edge-Dependent Vertex WeightsCode0
Why Machines Cannot Learn Mathematics, Yet—0
Exploring helical dynamos with machine learningCode0
Predicting Model Failure using Saliency Maps in Autonomous Driving SystemsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified