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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Showing 301350 of 10033 papers

TitleStatusHype
Automated Essay Scoring Using Transformer ModelsCode1
Addressing "Documentation Debt" in Machine Learning Research: A Retrospective Datasheet for BookCorpusCode1
A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data SetCode1
A survey on datasets for fairness-aware machine learningCode1
AutoOED: Automated Optimal Experiment Design PlatformCode1
Auditing Differentially Private Machine Learning: How Private is Private SGD?Code1
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage RetrievalCode1
BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply ChainCode1
Automated Machine Learning Techniques for Data StreamsCode1
Bayesian Tensor Network with Polynomial Complexity for Probabilistic Machine LearningCode1
Benchmarking Econometric and Machine Learning Methodologies in NowcastingCode1
Benchmarking machine learning models on multi-centre eICU critical care datasetCode1
Beyond Trivial Counterfactual Explanations with Diverse Valuable ExplanationsCode1
Bias in Automated Speaker RecognitionCode1
Boosting on the shoulders of giants in quantum device calibrationCode1
Born-Again Tree EnsemblesCode1
A community-powered search of machine learning strategy space to find NMR property prediction modelsCode1
Bridging the gap to real-world for network intrusion detection systems with data-centric approachCode1
Adversarial Machine Learning: Bayesian PerspectivesCode1
Challenges in Representation Learning: A report on three machine learning contestsCode1
Chickenpox Cases in Hungary: a Benchmark Dataset for Spatiotemporal Signal Processing with Graph Neural NetworksCode1
CLAUDETTE: an Automated Detector of Potentially Unfair Clauses in Online Terms of ServiceCode1
A benchmark study on reliable molecular supervised learning via Bayesian learningCode1
Coarse Graining Molecular Dynamics with Graph Neural NetworksCode1
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and GenerationCode1
Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance ComputingCode1
Causal Inference with the Instrumental Variable Approach and Bayesian Nonparametric Machine LearningCode1
Confidence Intervals for Testing Disparate Impact in Fair LearningCode1
Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation ApproachesCode1
Conjecturing-Based Discovery of Patterns in DataCode1
A comparative study of fairness-enhancing interventions in machine learningCode1
Convolutional LSTM Network: A Machine Learning Approach for Precipitation NowcastingCode1
A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine LearningCode1
Copula-based synthetic data augmentation for machine-learning emulatorsCode1
CryptoNN: Training Neural Networks over Encrypted DataCode1
Crystal structure prediction with machine learning-based element substitutionCode1
Cyberbullying Detection with Fairness ConstraintsCode1
Cyclic Boosting -- an explainable supervised machine learning algorithmCode1
Artistic Style in Robotic Painting; a Machine Learning Approach to Learning Brushstroke from Human ArtistsCode1
Data Curation and Quality Assurance for Machine Learning-based Cyber Intrusion DetectionCode1
Data Minimization for GDPR Compliance in Machine Learning ModelsCode1
Data Programming: Creating Large Training Sets, QuicklyCode1
Dataset Optimization Strategies for MalwareTraffic DetectionCode1
Data Shapley: Equitable Valuation of Data for Machine LearningCode1
Advantages and Bottlenecks of Quantum Machine Learning for Remote SensingCode1
A Review of Biomedical Datasets Relating to Drug Discovery: A Knowledge Graph PerspectiveCode1
A Bayesian neural network predicts the dissolution of compact planetary systemsCode1
A semi-agnostic ansatz with variable structure for quantum machine learningCode1
A quantum algorithm for training wide and deep classical neural networksCode1
A Primer on the Signature Method in Machine LearningCode1
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Benchmark Results

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