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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 401–450 of 10033 papers

TitleStatusHype
A Review of Biomedical Datasets Relating to Drug Discovery: A Knowledge Graph PerspectiveCode1
A flow-based IDS using Machine Learning in eBPFCode1
Molecular Contrastive Learning of Representations via Graph Neural NetworksCode1
SeaPearl: A Constraint Programming Solver guided by Reinforcement LearningCode1
Chickenpox Cases in Hungary: a Benchmark Dataset for Spatiotemporal Signal Processing with Graph Neural NetworksCode1
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and GenerationCode1
k-Anonymity in Practice: How Generalisation and Suppression Affect Machine Learning ClassifiersCode1
Quantifying and Mitigating Privacy Risks of Contrastive LearningCode1
FedMood: Federated Learning on Mobile Health Data for Mood DetectionCode1
ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning ModelsCode1
Disambiguation of weak supervision with exponential convergence ratesCode1
OmiEmbed: a unified multi-task deep learning framework for multi-omics dataCode1
Federated Learning on Non-IID Data Silos: An Experimental StudyCode1
Causal Inference with the Instrumental Variable Approach and Bayesian Nonparametric Machine LearningCode1
Reduced operator inference for nonlinear partial differential equationsCode1
Machine learning accelerated computational fluid dynamicsCode1
Practical distributed quantum information processing with LOCCNetCode1
Incorporating Unmodeled Dynamics Into First-Principles Models Through Machine LearningCode1
Advantages and Bottlenecks of Quantum Machine Learning for Remote SensingCode1
Supervised quantum machine learning models are kernel methodsCode1
Analytical Characterization and Design Space Exploration for Optimization of CNNsCode1
An empirical evaluation of active inference in multi-armed banditsCode1
The Challenges of Persian User-generated Textual Content: A Machine Learning-Based ApproachCode1
OrigamiSet1.0: Two New Datasets for Origami Classification and Difficulty EstimationCode1
MLGO: a Machine Learning Guided Compiler Optimizations FrameworkCode1
Towards fast machine-learning-assisted Bayesian posterior inference of microseismic event location and source mechanismCode1
Distributed Double Machine Learning with a Serverless ArchitectureCode1
A Bayesian neural network predicts the dissolution of compact planetary systemsCode1
Machine Learning for Electronic Design Automation: A SurveyCode1
Quantum Tensor Network in Machine Learning: An Application to Tiny Object ClassificationCode1
Eth2Vec: Learning Contract-Wide Code Representations for Vulnerability Detection on Ethereum Smart ContractsCode1
Machine learning dismantling and early-warning signals of disintegration in complex systemsCode1
Statistical learning for accurate and interpretable battery lifetime predictionCode1
Deep Joint Source Channel Coding for WirelessImage Transmission with OFDMCode1
Aerial Imagery Pile burn detection using Deep Learning: the FLAME datasetCode1
Detecting Hateful Memes Using a Multimodal Deep EnsembleCode1
Compliance Generation for Privacy Documents under GDPR: A Roadmap for Implementing Automation and Machine LearningCode1
TorchMD: A deep learning framework for molecular simulationsCode1
Unadversarial Examples: Designing Objects for Robust VisionCode1
Prediction of Clinical Risk Factors of Diabetes Using Multiple Machine Learning Techniques Resolving Class ImbalanceCode1
Physics guided machine learning using simplified theoriesCode1
NN-EMD: Efficiently Training Neural Networks using Encrypted Multi-Sourced DatasetsCode1
When Machine Learning Meets Quantum Computers: A Case StudyCode1
Deep Molecular Dreaming: Inverse machine learning for de-novo molecular design and interpretability with surjective representationsCode1
Copula-based synthetic data augmentation for machine-learning emulatorsCode1
VSQL: Variational Shadow Quantum Learning for ClassificationCode1
Molecular machine learning with conformer ensemblesCode1
Physics-Informed Machine Learning Simulator for Wildfire PropagationCode1
Yelp Review Rating Prediction: Machine Learning and Deep Learning ModelsCode1
Theory-guided hard constraint projection (HCP): a knowledge-based data-driven scientific machine learning methodCode1
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Benchmark Results

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1Fb232account and password 100—Unverified