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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 5251–5300 of 10033 papers

TitleStatusHype
Post-Estimation Smoothing: A Simple Baseline for Learning with Side InformationCode0
ConAML: Constrained Adversarial Machine Learning for Cyber-Physical Systems—0
Truncated Inference for Latent Variable Optimization Problems: Application to Robust Estimation and Learning—0
A Computer-Aided Diagnosis System Using Artificial Intelligence for Hip Fractures -Multi-Institutional Joint Development Research-—0
Towards CRISP-ML(Q): A Machine Learning Process Model with Quality Assurance Methodology—0
Machine Learning for Intelligent Optical Networks: A Comprehensive Survey—0
Using machine learning to speed up new and upgrade detector studies: a calorimeter case—0
A Compact Spectral Descriptor for Shape Deformations—0
Addressing multiple metrics of group fairness in data-driven decision makingCode0
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on GraphsCode1
Topological Machine Learning for Mixed Numeric and Categorical DataCode0
Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems—0
Slice Tuner: A Selective Data Acquisition Framework for Accurate and Fair Machine Learning ModelsCode0
A Supervised Machine Learning Model For Imputing Missing Boarding Stops In Smart Card Data—0
Managing Data Lineage of O&G Machine Learning Models: The Sweet Spot for Shale Use Case—0
Short-Term Forecasting of CO2 Emission Intensity in Power Grids by Machine Learning—0
IROF: a low resource evaluation metric for explanation methodsCode0
LIMEADE: From AI Explanations to Advice TakingCode0
Machine Learning-based Approach for Depression Detection in Twitter Using Content and Activity Features—0
Causal Interpretability for Machine Learning -- Problems, Methods and Evaluation—0
A Survey on The Expressive Power of Graph Neural Networks—0
Differential Network Analysis: A Statistical Perspective—0
Hybrid Machine Learning Models for Crop Yield Prediction—0
Reduction of Surgical Risk Through the Evaluation of Medical Imaging Diagnostics—0
Security of Distributed Machine Learning: A Game-Theoretic Approach to Design Secure DSVM—0
Machine Learning based Anomaly Detection for 5G Networks—0
Ternary Compression for Communication-Efficient Federated LearningCode1
Dynamic Backdoor Attacks Against Machine Learning Models—0
A machine learning environment for evaluating autonomous driving software—0
Adversarial Machine Learning: Bayesian PerspectivesCode1
An Active Learning Framework for Constructing High-fidelity Mobility Maps—0
Machine learning based non-Newtonian fluid model with molecular fidelity—0
Double Machine Learning based Program Evaluation under UnconfoundednessCode1
Machine learning assisted quantum state estimation—0
TensorFlow Quantum: A Software Framework for Quantum Machine LearningCode2
Automatic Machine Learning Derived from Scholarly Big Data—0
AutoML-Zero: Evolving Machine Learning Algorithms From ScratchCode0
Can ML predict the solution value for a difficult combinatorial problem?—0
Dropout: Explicit Forms and Capacity Control—0
SAFE: Scalable Automatic Feature Engineering Framework for Industrial Tasks—0
Optimizing Streaming Parallelism on Heterogeneous Many-Core Architectures: A Machine Learning Based ApproachCode0
Segmentation of Satellite Imagery using U-Net Models for Land Cover Classification—0
ViCE: Visual Counterfactual Explanations for Machine Learning ModelsCode0
Application of Deep Neural Networks to assess corporate Credit Rating—0
Plasticity-Enhanced Domain-Wall MTJ Neural Networks for Energy-Efficient Online Learning—0
Hybrid modeling: Applications in real-time diagnosis—0
Real-time Federated Evolutionary Neural Architecture Search—0
Physics-informed machine learning for composition-process-property alloy design: shape memory alloy demonstration—0
Annotation-free Learning of Deep Representations for Word Spotting using Synthetic Data and Self Labeling—0
Automatic Hyper-Parameter Optimization Based on Mapping Discovery from Data to Hyper-Parameters—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified