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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 926–950 of 10033 papers

TitleStatusHype
Explaining Hyperparameter Optimization via Partial Dependence PlotsCode0
Explanatory machine learning for sequential human teachingCode0
eXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry KeysCode0
Fixes That Fail: Self-Defeating Improvements in Machine-Learning SystemsCode0
Generating Adversarial Malware Examples for Black-Box Attacks Based on GANCode0
Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical EvolutionCode0
Active Gradual Machine Learning for Entity ResolutionCode0
Exacerbating Algorithmic Bias through Fairness AttacksCode0
Fast and realistic large-scale structure from machine-learning-augmented random field simulationsCode0
An Empirical Comparison of Bias Reduction Methods on Real-World Problems in High-Stakes Policy SettingsCode0
Fast classification of small X-ray diffraction datasets using data augmentation and deep neural networksCode0
Evolutionary bagging for ensemble learningCode0
fastFM: A Library for Factorization MachinesCode0
Exoplanet Detection using Machine LearningCode0
Event Classification with Multi-step Machine LearningCode0
An Empirical Analysis of Feature Engineering for Predictive ModelingCode0
A critical reappraisal of predicting suicidal ideation using fMRICode0
"Even if ..." -- Diverse Semifactual Explanations of RejectCode0
EventMapper: Detecting Real-World Physical Events Using Corroborative and Probabilistic SourcesCode0
Experimental Comparison of Semi-parametric, Parametric, and Machine Learning Models for Time-to-Event Analysis Through the Concordance IndexCode0
An Experimentally Driven Automated Machine Learned lnter-Atomic Potential for a Refractory OxideCode0
An embarrassingly simple comparison of machine learning algorithms for indoor scene classificationCode0
Federated Multi-Task LearningCode0
Quantum enhancements for deep reinforcement learning in large spacesCode0
Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber SecurityCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified