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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 8901–8950 of 10033 papers

TitleStatusHype
Local Explanation Methods for Deep Neural Networks Lack Sensitivity to Parameter ValuesCode0
Local Explanation of Dimensionality ReductionCode0
Emotion Recognition of the Singing Voice: Toward a Real-Time Analysis Tool for SingersCode0
MLIC: A MaxSAT-Based framework for learning interpretable classification rulesCode0
Generalizing from a Few Examples: A Survey on Few-Shot LearningCode0
Local Intrinsic Dimensionality Signals Adversarial PerturbationsCode0
Localized Debiased Machine Learning: Efficient Inference on Quantile Treatment Effects and BeyondCode0
EMFET: E-mail Features Extraction ToolCode0
StreamBrain: An HPC Framework for Brain-like Neural Networks on CPUs, GPUs and FPGAsCode0
MLitB: Machine Learning in the BrowserCode0
FigureQA: An Annotated Figure Dataset for Visual ReasoningCode0
Characterizing and evaluating adversarial examples for Offline Handwritten Signature VerificationCode0
Challenges in Deploying Machine Learning: a Survey of Case StudiesCode0
Data Assimilation NetworksCode0
Challenges for machine learning in clinical translation of big data imaging studiesCode0
LOGAN: Local Group Bias Detection by ClusteringCode0
Random Walks on Hypergraphs with Edge-Dependent Vertex WeightsCode0
dalex: Responsible Machine Learning with Interactive Explainability and Fairness in PythonCode0
Automated Directed Fairness TestingCode0
MLMOD: Machine Learning Methods for Data-Driven Modeling in LAMMPSCode0
Elvet -- a neural network-based differential equation and variational problem solverCode0
Finding Approximate Local Minima Faster than Gradient DescentCode0
CYCLADES: Conflict-free Asynchronous Machine LearningCode0
Finding Structure and Causality in Linear ProgramsCode0
Streaming Classification of Variable StarsCode0
mlOSP: Towards a Unified Implementation of Regression Monte Carlo AlgorithmsCode0
Certified Data Removal from Machine Learning ModelsCode0
CECILIA: Comprehensive Secure Machine Learning FrameworkCode0
Photometric Data-driven Classification of Type Ia Supernovae in the Open Supernova CatalogCode0
MLPerf Training BenchmarkCode0
Looking Deeper into Tabular LIMECode0
Cyberbullying Detection in Social Networks Using Deep Learning Based Models; A Reproducibility StudyCode0
ML-Plan: Automated machine learning via hierarchical planningCode0
First-order Optimization for Superquantile-based Supervised LearningCode0
Estimating Structural Target Functions using Machine Learning and Influence FunctionsCode0
MLProxy: SLA-Aware Reverse Proxy for Machine Learning Inference Serving on Serverless Computing PlatformsCode0
Fit to Measure: Reasoning about Sizes for Robust Object RecognitionCode0
Electre Tree A Machine Learning Approach to Infer Electre Tri B ParametersCode0
Fixes That Fail: Self-Defeating Improvements in Machine-Learning SystemsCode0
mlpy: Machine Learning PythonCode0
An Empirical Evaluation of Deep Learning for ICD-9 Code Assignment using MIMIC-III Clinical NotesCode0
Eigenvalue and Generalized Eigenvalue Problems: TutorialCode0
Flattening Multiparameter Hierarchical Clustering FunctorsCode0
Unsupervised Pool-Based Active Learning for Linear RegressionCode0
Flexible Group Fairness Metrics for Survival AnalysisCode0
Causality for Machine LearningCode0
The Softwarised Network Data ZooCode0
Two4Two: Evaluating Interpretable Machine Learning - A Synthetic Dataset For Controlled ExperimentsCode0
FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality PredictionCode0
Low-shot Visual Recognition by Shrinking and Hallucinating FeaturesCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified