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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 6901–6950 of 10033 papers

TitleStatusHype
Securing Connected & Autonomous Vehicles: Challenges Posed by Adversarial Machine Learning and The Way Forward—0
Categorization of Program Regions for Agile Compilation using Machine Learning and Hardware Support—0
Application of Different Simulated Spectral Data and Machine Learning to Estimate the Chlorophyll a Concentration of Several Inland Waters—0
Heterogeneous causal effects with imperfect compliance: a Bayesian machine learning approachCode0
MaxiMin Active Learning in Overparameterized Model Classes—0
A Boxology of Design Patterns for Hybrid Learning and Reasoning Systems—0
A Topology Layer for Machine LearningCode0
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
SpArSe: Sparse Architecture Search for CNNs on Resource-Constrained Microcontrollers—0
Evaluation of Machine Learning-based Anomaly Detection Algorithms on an Industrial Modbus/TCP Data Set—0
Adversarial Attacks on Remote User Authentication Using Behavioural Mouse Dynamics—0
Machine Learning on data with sPlot background subtractionCode0
Job Recommendation through Progression of Job Selection—0
Practical and Consistent Estimation of f-Divergences—0
Multi-Modal Graph Interaction for Multi-Graph Convolution Network in Urban Spatiotemporal Forecasting—0
Machine Learning for Fluid Mechanics—0
Style transfer-based image synthesis as an efficient regularization technique in deep learning—0
Usage of multiple RTL features for Earthquake prediction—0
Deep Online Learning with Stochastic Constraints—0
Nonparametric Online Learning Using Lipschitz Regularized Deep Neural Networks—0
Field-aware Calibration: A Simple and Empirically Strong Method for Reliable Probabilistic Predictions—0
Purifying Adversarial Perturbation with Adversarially Trained Auto-encoders—0
An Ensemble of Bayesian Neural Networks for Exoplanetary Atmospheric RetrievalCode0
Federated Forest—0
Automatic Machine Learning by Pipeline Synthesis using Model-Based Reinforcement Learning and a Grammar—0
Machine Learning Estimation of Heterogeneous Treatment Effects with InstrumentsCode0
Brain-mediated Transfer Learning of Convolutional Neural Networks—0
Model Validation Using Mutated Training Labels: An Exploratory Study—0
Ex-Twit: Explainable Twitter Mining on Health Data—0
Privacy Risks of Securing Machine Learning Models against Adversarial ExamplesCode0
Partially Encrypted Machine Learning using Functional EncryptionCode0
Hangul Fonts Dataset: a Hierarchical and Compositional Dataset for Investigating Learned Representations—0
A Predictive Model for Steady-State Multiphase Pipe Flow: Machine Learning on Lab Data—0
Deep learning based mood tagging for Chinese song lyrics—0
Generative Adversarial Networks for Mitigating Biases in Machine Learning Systems—0
Non-monotone DR-submodular Maximization: Approximation and Regret Guarantees—0
Computationally Efficient Feature Significance and Importance for Machine Learning ModelsCode0
Cognitive Model Priors for Predicting Human Decisions—0
The Machine Learning Bazaar: Harnessing the ML Ecosystem for Effective System DevelopmentCode0
Evaluating recommender systems for AI-driven biomedical informaticsCode0
A framework for the extraction of Deep Neural Networks by leveraging public data—0
Machine Learning for Pricing American Options in High-Dimensional Markovian and non-Markovian models—0
Predicting and Forecasting the Price of Constituents and Index of Cryptocurrency Using Machine Learning—0
Identification of synoptic weather types over Taiwan area with multiple classifiers—0
Machine Learning Methods for Shark Detection—0
Predicting TED Talk Ratings from Language and Prosody—0
High-Resolution Road Vehicle Collision Prediction for the City of MontrealCode0
Medical Imaging with Deep Learning: MIDL 2019 -- Extended Abstract Track—0
Explainable Machine Learning for Scientific Insights and Discoveries—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified