ModelDB: a system for machine learning model management

M Vartak, H Subramanyam, WE Lee… - Proceedings of the …, 2016 - dl.acm.org
… to manage machine learning models. ModelDB automatically tracks machine learning models
in … them intelligently, and allows flexible exploration of models via SQL as well as a visual …

[HTML][HTML] On challenges in machine learning model management

S Schelter, F Biessmann, T Januschowski, D Salinas… - 2015 - amazon.science
… experience in predictive and machine learning models and working with distributed systems.
Academic and/or practical background in Machine Learning are particularly relevant for this …

Understanding from machine learning models

E Sullivan - The British Journal for the Philosophy of Science, 2022 - journals.uchicago.edu
… to make predictions and draw inferences, suggesting that scientists are opting for models
a machine learning model? Or are the assumptions behind why minimal models provide …

Model-based machine learning

CM Bishop - … Transactions of the Royal Society A …, 2013 - royalsocietypublishing.org
… In this study, we describe an alternative methodology for applying machine learning, in …
corresponding custom machine learning code is then generated automatically. This model-based …

Flood prediction using machine learning models: Literature review

A Mosavi, P Ozturk, K Chau - Water, 2018 - mdpi.com
… This paper presents an overview of machine learning models used in flood prediction, and
… at least two machine learning models were compared. To do so, the prediction models were …

Clinical applications of continual learning machine learning

CS Lee, AY Lee - The Lancet Digital Health, 2020 - thelancet.com
machine learning model is trained to perform inference and make a diagnostic call. Unlike
the traditional locked model, the current state AI model … state AI model, the model provides the …

Machine learning models that remember too much

C Song, T Ristenpart, V Shmatikov - Proceedings of the 2017 ACM …, 2017 - dl.acm.org
… For our purposes, a machine learning pipeline consists of several steps shown in Figure 1.
… 5.1 Abusing Model Capacity We exploit the fact that modern machine learning models have …

[PDF][PDF] Learnware: on the future of machine learning.

ZH Zhou - Frontiers Comput. Sci., 2016 - lamda.nju.edu.cn
… end users, except machine learning experts, can hardly produce strong models. … machine
learning model with a specification which explains the purpose and/or specialty of the model. …

A machine learning model for improving healthcare services on cloud computing environment

A Abdelaziz, M Elhoseny, AS Salama, AM Riad - Measurement, 2018 - Elsevier
… provides a hybrid machine learning model for predicting CKD as an example towards
improving the healthcare services. The proposed VMs optimization model is implemented using …

[图书][B] What is machine learning?

I El Naqa, MJ Murphy - 2015 - Springer
machine learning to noise, a good model cannot substitute for bad data, keeping in mind that
models … it has been stated that “All models are wrong; some models are useful (George Box)…