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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 9901–9950 of 10033 papers

TitleStatusHype
Investigating Limit Order Book Characteristics for Short Term Price Prediction: a Machine Learning ApproachCode0
Computing the Hazard Ratios Associated with Explanatory Variables Using Machine Learning Models of Survival DataCode0
Validating the Validation: Reanalyzing a large-scale comparison of Deep Learning and Machine Learning models for bioactivity predictionCode0
Computationally Efficient Feature Significance and Importance for Machine Learning ModelsCode0
Investigating the Effectiveness of Representations Based on Word-Embeddings in Active Learning for Labelling Text DatasetsCode0
Investigation of a Data Split Strategy Involving the Time Axis in Adverse Event Prediction Using Machine LearningCode0
A domain-specific language for describing machine learning datasetsCode0
AutoWeka4MCPS-AVATAR: Accelerating Automated Machine Learning Pipeline Composition and OptimisationCode0
Working women and caste in India: A study of social disadvantage using feature attributionCode0
Optimal transport-based machine learning to match specific patterns: application to the detection of molecular regulation patterns in omics dataCode0
Machine Learning State-of-the-Art with UncertaintiesCode0
Understanding Cyber Athletes Behaviour Through a Smart Chair: CS:GO and Monolith Team ScenarioCode0
Benchmarking Contemporary Deep Learning Hardware and Frameworks:A Survey of Qualitative MetricsCode0
AutoScore-Survival: Developing interpretable machine learning-based time-to-event scores with right-censored survival dataCode0
IRNet: A General Purpose Deep Residual Regression Framework for Materials DiscoveryCode0
IROF: a low resource evaluation metric for explanation methodsCode0
Deep Spatial Learning with Molecular VibrationCode0
Is Big Data Sufficient for a Reliable Detection of Non-Technical Losses?Code0
Towards an Automatic Diagnosis of Peripheral and Central Palsy Using Machine Learning on Facial FeaturesCode0
Is it a click bait? Let's predict using Machine LearningCode0
VisioRed: A Visualisation Tool for Interpretable Predictive MaintenanceCode0
DeepSim: A Reinforcement Learning Environment Build Toolkit for ROS and GazeboCode0
An Image Processing Pipeline for Camera Trap Time-Lapse RecordingsCode0
A Machine Learning Approach for Virtual Flow Metering and ForecastingCode0
A Machine Learning and Computer Vision Approach to Rapidly Optimize Multiscale Droplet GenerationCode0
Optimization for Large-Scale Machine Learning with Distributed Features and ObservationsCode0
Towards Unbiased and Accurate Deferral to Multiple ExpertsCode0
An Explainable Probabilistic Classifier for Categorical Data Inspired to Quantum PhysicsCode0
Optimization Methods for Large-Scale Machine LearningCode0
Satellite Pose Estimation with Deep Landmark Regression and Nonlinear Pose RefinementCode0
Iterative annotation to ease neural network training: Specialized machine learning in medical image analysisCode0
Optimization Methods for Supervised Machine Learning: From Linear Models to Deep LearningCode0
Standing on the Shoulders of Machine Learning: Can We Improve Hypothesis Testing?Code0
Machine learning with neural networksCode0
StarcNet: Machine Learning for Star Cluster IdentificationCode0
Machine Learning Techniques to Construct Patched Analog Ensembles for Data AssimilationCode0
Artifact Identification in X-ray Diffraction Data using Machine Learning MethodsCode0
Quantifying contribution and propagation of error from computational steps, algorithms and hyperparameter choices in image classification pipelinesCode0
JAX MD: End-to-End Differentiable, Hardware Accelerated, Molecular Dynamics in Pure PythonCode0
Deep Residual Mixture ModelsCode0
Jensen: An Easily-Extensible C++ Toolkit for Production-Level Machine Learning and Convex OptimizationCode0
Star-galaxy Classification Using Deep Convolutional Neural NetworksCode0
A Distributed Fair Machine Learning Framework with Private Demographic Data ProtectionCode0
Quantifying identifiability to choose and audit ε in differentially private deep learningCode0
Stateful Detection of Model Extraction AttacksCode0
Quantifying Interpretability and Trust in Machine Learning SystemsCode0
Machine Learning the Phenomenology of COVID-19 From Early Infection DynamicsCode0
ART: Abstraction Refinement-Guided Training for Provably Correct Neural NetworksCode0
G-PATE: Scalable Differentially Private Data Generator via Private Aggregation of Teacher DiscriminatorsCode0
JSUT corpus: free large-scale Japanese speech corpus for end-to-end speech synthesisCode0
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Benchmark Results

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1Fb232account and password 100—Unverified