SOTAVerified

BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 1–50 of 10033 papers

TitleStatusHype
AnalogVNN: A fully modular framework for modeling and optimizing photonic neural networksCode1
(1,1)-Cluster Editing is Polynomial-time Solvable—0
Tailoring to the Tails: Risk Measures for Fine-Grained Tail Sensitivity—0
Explanation of Machine Learning Models of Colon Cancer Using SHAP Considering Interaction Effects—0
Discover the Mysteries of the Maya: Selected Contributions from the Machine Learning Challenge & The Discovery Challenge Workshop at ECML PKDD 2021—0
A Lightweight Machine Learning Pipeline for LiDAR-simulation—0
Machine Learning and Bioinformatics for Diagnosis Analysis of Obesity Spectrum Disorders—0
Neural network accelerator for quantum controlCode0
Privacy-Preserving Chaotic Extreme Learning Machine with Fully Homomorphic Encryption—0
Evolutionary bagging for ensemble learningCode0
Integrated Sensing and Communication for 6G: Ten Key Machine Learning Roles—0
Design of secure and robust cognitive system for malware detection—0
Machine learning optimization of Majorana hybrid nanowires—0
Active Learning on a Programmable Photonic Quantum Processor—0
Unravelling Interlanguage Facts via Explainable Machine Learning—0
BPMN4sML: A BPMN Extension for Serverless Machine Learning. Technology Independent and Interoperable Modeling of Machine Learning Workflows and their Serverless Deployment Orchestration—0
Flood Prediction Using Machine Learning Models—0
Deep Reinforcement Learning for Multi-Agent InteractionCode2
No Pattern, No Recognition: a Survey about Reproducibility and Distortion Issues of Text Clustering and Topic Modeling—0
Making a Spiking Net Work: Robust brain-like unsupervised machine learningCode1
What can we Learn by Predicting Accuracy?—0
CircuitNet: An Open-Source Dataset for Machine Learning Applications in Electronic Design Automation (EDA)—0
Disparate Censorship & Undertesting: A Source of Label Bias in Clinical Machine LearningCode0
Physics-informed Machine Learning of Parameterized Fundamental Diagrams—0
Unsupervised machine learning framework for discriminating major variants of concern during COVID-19Code0
Efficient Personalized Learning for Wearable Health Applications using HyperDimensional Computing—0
Formal guarantees for heuristic optimization algorithms used in machine learning—0
DNNShield: Dynamic Randomized Model Sparsification, A Defense Against Adversarial Machine Learning—0
Artifact Identification in X-ray Diffraction Data using Machine Learning MethodsCode0
Open-radiomics: A Collection of Standardized Datasets and a Technical Protocol for Reproducible Radiomics Machine Learning Pipelines—0
Leveraging Explanations in Interactive Machine Learning: An Overview—0
Decentralized Machine Learning for Intelligent Health Care Systems on the Computing Continuum—0
Machine Learning and Computer Vision Techniques in Continuous Beehive Monitoring Applications: A surveyCode0
Dive into Machine Learning Algorithms for Influenza Virus Host Prediction with Hemagglutinin Sequences—0
Learning unseen coexisting attractors—0
Federated Learning for IoUT: Concepts, Applications, Challenges and Opportunities—0
Adaptive Second Order Coresets for Data-efficient Machine Learning—0
Atomic structure generation from reconstructing structural fingerprintsCode1
Learning the Evolution of Correlated Stochastic Power System Dynamics—0
Fairness and Randomness in Machine Learning: Statistical Independence and Relativization—0
Exploring the Design of Adaptation Protocols for Improved Generalization and Machine Learning Safety—0
Physics Embedded Machine Learning for Electromagnetic Data Imaging—0
Lifelong DP: Consistently Bounded Differential Privacy in Lifelong Machine LearningCode1
Time Majority Voting, a PC-based EEG Classifier for Non-expert UsersCode0
Overview of the Shared Task on Fake News Detection in Urdu at FIRE 2020—0
Transition1x -- a Dataset for Building Generalizable Reactive Machine Learning Potentials—0
Machine Learning to Predict the Antimicrobial Activity of Cold Atmospheric Plasma-Activated Liquids—0
UrduFake@FIRE2020: Shared Track on Fake News Identification in Urdu—0
Lifelong Machine Learning of Functionally Compositional StructuresCode1
MedML: Fusing Medical Knowledge and Machine Learning Models for Early Pediatric COVID-19 Hospitalization and Severity PredictionCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified