Why is "Active learning (machine learning)" trending?

Search Interest Perspective

• FALCON: fast active learning for machine learning potentials in atomistic and ab initio molecular dynamics simulations - Nature
• Application of Machine Learning Algorithms Based on Active Learning Strategies and Interpretable Models for HVAC System Energy Consumption Prediction - Wiley Online Library
• Metal: Active Learning Advances High Entropy Oxide Discovery with Machine Learning Interatomic Potentials - Quantum Zeitgeist
• Active learning machine learning: What it is and how it works - DataRobot
• Use active learning to build a usable machine learning model faster - Amazon Web Services
• The present state and challenges of active learning in drug discovery - ScienceDirect.com
• Using Active Learning to Improve Machine Learning - Databricks
• Leveraging data mining, active learning, and domain adaptation for efficient discovery of advanced oxygen evolution electrocatalysts - Science | AAAS
• RIM: Reliable Influence-based Active Learning on Graphs - Apple Machine Learning Research
• Active learning-based machine learning approach for enhancing environmental sustainability in green building energy consumption - Nature
• Active Learning with Expected Error Reduction - Apple Machine Learning Research
• A comprehensive benchmark of active learning strategies with AutoML for small-sample regression in materials science - Nature
• Data efficient machine learning potentials for modeling catalytic reactivity via active learning and enhanced sampling - Nature
• Active learning-assisted directed evolution - Nature
• Active learning applied to automated physical systems increases the rate of discovery - Nature
• An open source machine learning framework for efficient and transparent systematic reviews - Nature
• Employing active learning in the optimization of culture medium for mammalian cells - Nature
• A versatile active learning workflow for optimization of genetic and metabolic networks - Nature
• Quantum-accurate machine learning potentials for metal-organic frameworks using temperature driven active learning - Nature
• Uncertainty-driven dynamics for active learning of interatomic potentials - Nature
• Empirical Evaluation of Active Learning Techniques for Neural MT - Apple Machine Learning Research
• Leveraging active learning-enhanced machine-learned interatomic potential for efficient infrared spectra prediction - Nature
• An active machine learning approach for optimal design of magnesium alloys using Bayesian optimisation - Nature
• How United Airlines built a cost-efficient Optical Character Recognition active learning pipeline - Amazon Web Services
• Active Learning: An Exploratory Study of its Application in Statistics and R - Towards Data Science
• MODEL, GUESS, CHECK: Wordle as a primer on active learning for materials research - Nature
• Active machine learning helps drug hunters tackle biology - Nature
• Build an active learning pipeline for automatic annotation of images with AWS services - Amazon Web Services
• Understand Active Learning: An Interactive Visualization Panel - Towards Data Science
• Large scale active-learning-guided exploration for in vitro protein production optimization - Nature
• Active Learning for Cell Imaging - Towards Data Science
• An active learning machine technique based prediction of cardiovascular heart disease from UCI-repository database - Nature
• Active Learning in Machine Learning: What It Is and How To Use It - G2 Learning Hub
• Uncertainty driven active learning of coarse grained free energy models | npj Computational Materials - Nature
• Active learning for the power factor prediction in diamond-like thermoelectric materials - Nature
• Accurate energy barriers for catalytic reaction pathways: an automatic training protocol for machine learning force fields - Nature
• Automated discovery of a robust interatomic potential for aluminum - Nature
• Machine Learning Prediction of Physicochemical Properties in Lithium-Ion Battery Electrolytes With Active Learning Applied to Graph Neural Networks - Wiley Online Library
• Design and Evaluation of Effective, Interactive, and Interpretable Machine Learning - Microsoft
• Active Learning for (Bayesian) Neural Networks - Towards Data Science
• Six best online resources to learn Active Learning - IndiaAI
• Can machine learning help prevent disastrous events such as Earthquakes? - gHacks
• Why Is Active Learning Essential for Machine Learning? - Analytics India Magazine