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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Showing 551600 of 10033 papers

TitleStatusHype
AnalogVNN: A fully modular framework for modeling and optimizing photonic neural networksCode1
An Experience Report on Machine Learning Reproducibility: Guidance for Practitioners and TensorFlow Model Garden ContributorsCode1
Efficient Active Search for Combinatorial Optimization ProblemsCode1
DIFER: Differentiable Automated Feature EngineeringCode1
An Introduction to Deep Reinforcement LearningCode1
An integrated Auto Encoder-Block Switching defense approach to prevent adversarial attacksCode1
Energy Flow Networks: Deep Sets for Particle JetsCode1
Entangled Datasets for Quantum Machine LearningCode1
An MPI-Based Python Framework for Distributed Training with KerasCode1
A Non-Parametric Test to Detect Data-Copying in Generative ModelsCode1
Anomaly Detection in Emails using Machine Learning and Header InformationCode1
Annotationsaurus: A Searchable Directory of Annotation ToolsCode1
A Multimodal Machine Learning Framework for Teacher Vocal Delivery EvaluationCode1
Evaluating Protein Transfer Learning with TAPECode1
Evaluation and Optimization of Distributed Machine Learning Techniques for Internet of ThingsCode1
Evaluation of Parameterized Quantum Circuits: on the relation between classification accuracy, expressibility and entangling capabilityCode1
70 years of machine learning in geoscience in reviewCode1
A novel interpretable machine learning system to generate clinical risk scores: An application for predicting early mortality or unplanned readmission in a retrospective cohort studyCode1
Exploiting Defenses against GAN-Based Feature Inference Attacks in Federated LearningCode1
Exploring Automatic Diagnosis of COVID-19 from Crowdsourced Respiratory Sound DataCode1
Fact or Factitious? Contextualized Opinion Spam DetectionCode1
FairBatch: Batch Selection for Model FairnessCode1
Dendrite Net: A White-Box Module for Classification, Regression, and System IdentificationCode1
Fairness On The Ground: Applying Algorithmic Fairness Approaches to Production SystemsCode1
Achieving Fairness at No Utility Cost via Data Reweighing with InfluenceCode1
A Review of Biomedical Datasets Relating to Drug Discovery: A Knowledge Graph PerspectiveCode1
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on GraphsCode1
A Survey on Machine Learning Algorithms for Applications in Cognitive Radio NetworksCode1
Differentially Private Graph Classification with GNNsCode1
Fast TreeSHAP: Accelerating SHAP Value Computation for TreesCode1
Approximating Network Centrality Measures Using Node Embedding and Machine LearningCode1
FaultNet: A Deep Convolutional Neural Network for bearing fault classificationCode1
Disambiguation of weak supervision with exponential convergence ratesCode1
A Preliminary Study of Neural Network-based Approximation for HPC ApplicationsCode1
Do Not Sleep on Traditional Machine Learning: Simple and Interpretable Techniques Are Competitive to Deep Learning for Sleep ScoringCode1
A quantum algorithm for training wide and deep classical neural networksCode1
A Rationale-Centric Framework for Human-in-the-loop Machine LearningCode1
Are Convolutional Neural Networks or Transformers more like human vision?Code1
A Model-Driven Approach to Machine Learning and Software Modeling for the IoTCode1
Fit without fear: remarkable mathematical phenomena of deep learning through the prism of interpolationCode1
Detecting Hateful Memes Using a Multimodal Deep EnsembleCode1
Fooling Detection Alone is Not Enough: First Adversarial Attack against Multiple Object TrackingCode1
A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine LearningCode1
Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation ApproachesCode1
From Learning to Meta-Learning: Reduced Training Overhead and Complexity for Communication SystemsCode1
From Things' Modeling Language (ThingML) to Things' Machine Learning (ThingML2)Code1
Detecting Video Game Player Burnout with the Use of Sensor Data and Machine LearningCode1
Fuzzy c-Means Clustering for Persistence DiagramsCode1
A Machine Learning Tutorial for Operational Meteorology, Part I: Traditional Machine LearningCode1
Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the CloudCode1
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Benchmark Results

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1Fb232account and password 100Unverified