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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 376–400 of 10033 papers

TitleStatusHype
Driving in the Matrix: Can Virtual Worlds Replace Human-Generated Annotations for Real World Tasks?Code1
A Survey of Label-noise Representation Learning: Past, Present and FutureCode1
ECG-Based Heart Arrhythmia Diagnosis Through Attentional Convolutional Neural NetworksCode1
A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine LearningCode1
Efficient Active Search for Combinatorial Optimization ProblemsCode1
Efficient Continuous Pareto Exploration in Multi-Task LearningCode1
Embedding and Extraction of Knowledge in Tree Ensemble ClassifiersCode1
Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation ApproachesCode1
Eth2Vec: Learning Contract-Wide Code Representations for Vulnerability Detection on Ethereum Smart ContractsCode1
A Comprehensive Review on Non-Neural Networks Collaborative Filtering Recommendation SystemsCode1
Evaluating Protein Transfer Learning with TAPECode1
Are Convolutional Neural Networks or Transformers more like human vision?Code1
EventGraD: Event-Triggered Communication in Parallel Machine LearningCode1
Explaining Time Series Predictions with Dynamic MasksCode1
Exploiting Defenses against GAN-Based Feature Inference Attacks in Federated LearningCode1
A survey on Adversarial Recommender Systems: from Attack/Defense strategies to Generative Adversarial NetworksCode1
Fact or Factitious? Contextualized Opinion Spam DetectionCode1
Fairness Measures for Regression via Probabilistic ClassificationCode1
Adversarial Machine Learning: Bayesian PerspectivesCode1
FairPut: A Light Framework for Machine Learning Fairness with LightGBMCode1
Fall of Empires: Breaking Byzantine-tolerant SGD by Inner Product ManipulationCode1
A Rationale-Centric Framework for Human-in-the-loop Machine LearningCode1
Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networksCode1
A Review of Biomedical Datasets Relating to Drug Discovery: A Knowledge Graph PerspectiveCode1
Artistic Style in Robotic Painting; a Machine Learning Approach to Learning Brushstroke from Human ArtistsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified