How Can We Trust Machine Learning?
On 9 May, 2022 By admin 0 Comments
Machine Learning
Using Bayesian Optimization to Tune Machine Learning Models
On 9 May, 2022 By admin 0 Comments
The Seven Tools of Causal Inference, with Reflections on Machine Learning
On 26 Apr, 2022 By admin 0 Comments
DSA ADS Course - 2021
Causality, Causal Reasoning, Causal Inference, Machine Learning, Algorithms
Discuss causality and machine learning - contrast with statistical correlations.
The Seven Tools of Causal Inference, with Reflections on Machine Learning - March, 2019 By Judea Pearl
Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review
On 24 Apr, 2022 By admin 0 Comments
April, 2022
Abstract
Background
Describe and evaluate the methodological conduct of prognostic prediction models developed using machine learning methods in oncology.
Methods
Completeness of reporting of clinical prediction models developed using supervised machine learning: a systematic review
On 24 Apr, 2022 By admin 0 Comments
January, 2022
Abstract
Background
While many studies have consistently found incomplete reporting of regression-based prediction model studies, evidence is lacking for machine learning-based prediction model studies. We aim to systematically review the adherence of Machine Learning (ML)-based prediction model studies to the Transparent Reporting of a multivariable prediction model for Individual Prognosis Or Diagnosis (TRIPOD) Statement.
Methods
Approximate Decision Trees For Machine Learning Classification on Tiny Printed Circuits
On 6 Apr, 2022 By admin 0 Comments
Robust and Energy-efficient PPG-based Heart-Rate Monitoring
On 31 Mar, 2022 By admin 0 Comments
March, 2022
Abstract
Can stable and accurate neural networks be computed? -- On the barriers of deep learning and Smale's 18th problem
On 31 Mar, 2022 By admin 0 Comments
A general approach for running Python codes in OpenFOAM using an embedded pybind11 Python interpreter
On 31 Mar, 2022 By admin 0 Comments
Optimization for Classical Machine Learning Problems on the GPU
On 31 Mar, 2022 By admin 0 Comments