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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 251–300 of 10033 papers

TitleStatusHype
Optimizing Quantum Variational Circuits with Deep Reinforcement LearningCode1
AI Descartes: Combining Data and Theory for Derivable Scientific DiscoveryCode1
Is Machine Learning Ready for Traffic Engineering Optimization?Code1
MACEst: The reliable and trustworthy Model Agnostic Confidence EstimatorCode1
SHIFT15M: Fashion-specific dataset for set-to-set matching with several distribution shiftsCode1
S&P 500 Stock Price Prediction Using Technical, Fundamental and Text DataCode1
Apache Submarine: A Unified Machine Learning Platform Made SimpleCode1
Rotation Equivariant Operators for Machine Learning on Scalar and Vector FieldsCode1
An automated machine learning framework to optimize radiomics model construction validated on twelve clinical applicationsCode1
Classification of Abnormal Hand Movement for Aiding in Autism Detection: Machine Learning StudyCode1
ECG-Based Heart Arrhythmia Diagnosis Through Attentional Convolutional Neural NetworksCode1
A Machine Learning Surrogate Modeling Benchmark for Temperature Field Reconstruction of Heat-Source SystemsCode1
A New Constructive Heuristic driven by Machine Learning for the Traveling Salesman ProblemCode1
Retiring Adult: New Datasets for Fair Machine LearningCode1
A Credibility-aware Swarm-Federated Deep Learning Framework in Internet of VehiclesCode1
The Devil is in the GAN: Backdoor Attacks and Defenses in Deep Generative ModelsCode1
Toward Improving Confidence in Autonomous Vehicle Software: A Study on Traffic Sign Recognition SystemsCode1
Quantum machine learning of large datasets using randomized measurementsCode1
Machine Learning Constructives and Local Searches for the Travelling Salesman ProblemCode1
Distributed Representations of Atoms and Materials for Machine LearningCode1
Deeper Learning By Doing: Integrating Hands-On Research Projects Into a Machine Learning CourseCode1
VisDA-2021 Competition Universal Domain Adaptation to Improve Performance on Out-of-Distribution DataCode1
HistoCartography: A Toolkit for Graph Analytics in Digital PathologyCode1
Clinica: an open source software platform for reproducible clinical neuroscience studiesCode1
Significant Wave Height Prediction based on Wavelet Graph Neural NetworkCode1
A quantum algorithm for training wide and deep classical neural networksCode1
Auto-differentiable Ensemble Kalman FiltersCode1
You Do Not Need a Bigger Boat: Recommendations at Reasonable Scale in a (Mostly) Serverless and Open StackCode1
Transformer-based Machine Learning for Fast SAT Solvers and Logic SynthesisCode1
A Multimodal Machine Learning Framework for Teacher Vocal Delivery EvaluationCode1
Generative and reproducible benchmarks for comprehensive evaluation of machine learning classifiersCode1
Nonlinear Least Squares for Large-Scale Machine Learning using Stochastic Jacobian EstimatesCode1
Fedlearn-Algo: A flexible open-source privacy-preserving machine learning platformCode1
A Model-Driven Approach to Machine Learning and Software Modeling for the IoTCode1
Shell Language Processing: Unix command parsing for Machine LearningCode1
An Experience Report on Machine Learning Reproducibility: Guidance for Practitioners and TensorFlow Model Garden ContributorsCode1
Shared Data and Algorithms for Deep Learning in Fundamental PhysicsCode1
Trees with Attention for Set Prediction TasksCode1
Effectiveness of Artificial Intelligence in Stock Market Prediction based on Machine LearningCode1
The Values Encoded in Machine Learning ResearchCode1
Automated Evolutionary Approach for the Design of Composite Machine Learning PipelinesCode1
Lettuce: PyTorch-based Lattice Boltzmann FrameworkCode1
Tensor networks for unsupervised machine learningCode1
Provably efficient machine learning for quantum many-body problemsCode1
Synthetic Benchmarks for Scientific Research in Explainable Machine LearningCode1
RootPainter3D: Interactive-machine-learning enables rapid and accurate contouring for radiotherapyCode1
Plant Disease Detection Using Image Processing and Machine LearningCode1
A Comprehensive Review on Non-Neural Networks Collaborative Filtering Recommendation SystemsCode1
A Survey on Machine Learning Algorithms for Applications in Cognitive Radio NetworksCode1
PyKale: Knowledge-Aware Machine Learning from Multiple Sources in PythonCode1
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Benchmark Results

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