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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 8851–8900 of 10033 papers

TitleStatusHype
Using Shapley Values and Variational Autoencoders to Explain Predictive Models with Dependent Mixed FeaturesCode0
libmolgrid: GPU Accelerated Molecular Gridding for Deep Learning ApplicationsCode0
Stochastic Trust Region Inexact Newton Method for Large-scale Machine LearningCode0
A Deep Dive into Adversarial Robustness in Zero-Shot LearningCode0
Data-driven Advice for Applying Machine Learning to Bioinformatics ProblemsCode0
Semi-supervised machine learning model for analysis of nanowire morphologies from transmission electron microscopy imagesCode0
Enhancing Column Generation by a Machine-Learning-Based Pricing Heuristic for Graph ColoringCode0
Data Cleansing for Models Trained with SGDCode0
Lifelong Machine Learning with Deep Streaming Linear Discriminant AnalysisCode0
Algorithm as Experiment: Machine Learning, Market Design, and Policy Eligibility RulesCode0
ClassifierGuesser: A Context-based Classifier Prediction System for Chinese Language LearnersCode0
An Evaluation Toolkit to Guide Model Selection and Cohort Definition in Causal InferenceCode0
A Comparative Study of Machine Learning Models for Predicting the State of Reactive MixingCode0
Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation SystemCode0
DataBright: Towards a Global Exchange for Decentralized Data Ownership and Trusted ComputationCode0
End to End Software Engineering ResearchCode0
Dank or Not? -- Analyzing and Predicting the Popularity of Memes on RedditCode0
Lightweight Combinational Machine Learning Algorithm for Sorting Canine Torso RadiographsCode0
SeLoC-ML: Semantic Low-Code Engineering for Machine Learning Applications in Industrial IoTCode0
Limitations of machine learning for building energy prediction: ASHRAE Great Energy Predictor III Kaggle competition error analysisCode0
Classification of genetic variants using machine learningCode0
Perturbation Robust Representations of Topological Persistence DiagramsCode0
Classification of crystallization outcomes using deep convolutional neural networksCode0
A framework for probabilistic weather forecast post-processing across models and lead times using machine learningCode0
Algorithmic Factors Influencing Bias in Machine LearningCode0
Classification of anomalous gait using Machine Learning techniques and embedded sensorsCode0
Semantic Code Classification for Automated Machine LearningCode0
Federated Learning in Unreliable and Resource-Constrained Cellular Wireless NetworksCode0
Automated Problem Identification: Regression vs Classification via Evolutionary Deep NetworksCode0
Improving Certified Robustness via Statistical Learning with Logical ReasoningCode0
Achieving Model Fairness in Vertical Federated LearningCode0
A Survey on Federated Learning Systems: Vision, Hype and Reality for Data Privacy and ProtectionCode0
Automated Machine Learning: State-of-The-Art and Open ChallengesCode0
Random Machines Regression Approach: an ensemble support vector regression model with free kernel choiceCode0
An Empirical Evaluation of Flow Based Programming in the Machine Learning Deployment ContextCode0
ML-CB: Machine Learning Canvas BlockCode0
LIRS: Enabling efficient machine learning on NVM-based storage via a lightweight implementation of random shufflingCode0
Federated Machine Learning: Concept and ApplicationsCode0
ViCE: Visual Counterfactual Explanations for Machine Learning ModelsCode0
Classification Auto-Encoder based Detector against Diverse Data Poisoning AttacksCode0
Federated Multi-Task LearningCode0
chemmodlab: A Cheminformatics Modeling Laboratory for Fitting and Assessing Machine Learning ModelsCode0
Semantics derived automatically from language corpora contain human-like biasesCode0
Random projections and Kernelised Leave One Cluster Out Cross-Validation: Universal baselines and evaluation tools for supervised machine learning for materials propertiesCode0
ENCODE: Encoding NetFlows for Network Anomaly DetectionCode0
Charting and navigating the space of solutions for recurrent neural networksCode0
Emotion Transfer Using Vector-Valued Infinite Task LearningCode0
Dancing in the Dark: Private Multi-Party Machine Learning in an Untrusted SettingCode0
Semantic Workflows and Machine Learning for the Assessment of Carbon Storage by Urban TreesCode0
FEDZIP: A Compression Framework for Communication-Efficient Federated LearningCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified