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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 1301–1350 of 10033 papers

TitleStatusHype
Scalable Machine Learning Architecture for Neonatal Seizure Detection on Ultra-Edge DevicesCode1
Third-Party Hardware IP Assurance against Trojans through Supervised Learning and Post-processing—0
Is the Rush to Machine Learning Jeopardizing Safety? Results of a Survey—0
Adaptive First- and Second-Order Algorithms for Large-Scale Machine Learning—0
The CSIRO Crown-of-Thorn Starfish Detection Dataset—0
Understanding Out-of-distribution: A Perspective of Data Dynamics—0
Agility in Software 2.0 -- Notebook Interfaces and MLOps with Buttresses and Rebars—0
The Physics of Machine Learning: An Intuitive Introduction for the Physical Scientist—0
NCVX: A User-Friendly and Scalable Package for Nonconvex Optimization in Machine LearningCode1
Enforcing and Discovering Structure in Machine Learning—0
Using Shapley Values and Variational Autoencoders to Explain Predictive Models with Dependent Mixed FeaturesCode0
Morphology Decoder: A Machine Learning Guided 3D Vision Quantifying Heterogenous Rock Permeability for Planetary Surveillance and Robotic Functions—0
Amazon SageMaker Model Monitor: A System for Real-Time Insights into Deployed Machine Learning Models—0
Non-IID data and Continual Learning processes in Federated Learning: A long road ahead—0
A Novel Machine Learning Approach to Data Inconsistency with respect to a Fuzzy Relation—0
Expert Aggregation for Financial Forecasting—0
Variational Gibbs Inference for Statistical Model Estimation from Incomplete DataCode0
A Comparative Analysis of Machine Learning Techniques for IoT Intrusion Detection—0
Back to Reality for Imitation Learning—0
Mining Meta-indicators of University Ranking: A Machine Learning Approach Based on SHAP—0
Autonomous bot with ML-based reactive navigation for indoor environment—0
10,000 optimal CVRP solutions for testing machine learning based heuristics—0
Crew Recovery Using Machine Learning and Optimization—0
Machine Learning Based Aircraft Recovery Optimization—0
A survey on multi-objective hyperparameter optimization algorithms for Machine Learning—0
Autonomous optimization of nonaqueous battery electrolytes via robotic experimentation and machine learning—0
Interpreting Machine Learning Models for Room Temperature Prediction in Non-domestic BuildingsCode1
Exploration of Dark Chemical Genomics Space via Portal Learning: Applied to Targeting the Undruggable Genome and COVID-19 Anti-Infective Polypharmacology—0
Machine learning-based porosity estimation from spectral decomposed seismic data—0
Filter Methods for Feature Selection in Supervised Machine Learning Applications -- Review and Benchmark—0
Machine Learning Based Forward Solver: An Automatic Framework in gprMaxCode0
Adversarial machine learning for protecting against online manipulation—0
BiGrad: Differentiating through Bilevel Optimization Programming—0
Machine Learning of Thermodynamic Observables in the Presence of Mode Collapse—0
Bridging the reality gap in quantum devices with physics-aware machine learning—0
Feature extraction of machine learning and phase transition point of Ising model—0
A Comparison of State-of-the-Art Techniques for Generating Adversarial Malware Binaries—0
KML: Using Machine Learning to Improve Storage SystemsCode1
Machine Learning for Mars Exploration—0
Machine Learning for Mechanical Ventilation Control (Extended Abstract)—0
Machine Learning-Based Soft Sensors for Vacuum Distillation Unit—0
Esophageal virtual disease landscape using mechanics-informed machine learning—0
Docking-based Virtual Screening with Multi-Task Learning—0
Explainable predictions of different machine learning algorithms used to predict Early Stage diabetes—0
Enhanced Membership Inference Attacks against Machine Learning Models—0
A Data-Centric Behavioral Machine Learning Platform to Reduce Health Inequalities—0
Charting and navigating the space of solutions for recurrent neural networksCode0
Machine Learning Assisted Approach for Security-Constrained Unit Commitment—0
A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield PredictionCode1
HiRID-ICU-Benchmark -- A Comprehensive Machine Learning Benchmark on High-resolution ICU DataCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified