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Influential Machine Learning Papers
Basics
"Points of Significance"
2021 Papers
Basics
Recurrent Neural Networks | one minute summary
Recurrent Neural Networks | one minute summary
This is a recurring concept that you should make sure you understand
Jeffrey Boschman
Aug 17, 2021
L1 Regularization | one minute summary
L1 Regularization | one minute summary
Have you wrangled with concept of LASSO Regression?
Jeffrey Boschman
Jul 29, 2021
L2 Regularization | one minute summary
L2 Regularization | one minute summary
You too can understand L2
Jeffrey Boschman
Jul 28, 2021
Dropout | one minute summary
Dropout | one minute summary
A regularization strategy motivated by a theory of the role of sex in evolution
Jeffrey Boschman
Jul 14, 2021
Vision Transformers | one minute summary
Vision Transformers | one minute summary
New idiom: “An Image is Worth 16x16 Pixels”
Jeffrey Boschman
Jul 8, 2021
Batch Normalization | one minute summary
Batch Normalization | one minute summary
Batch norm has become the norm
Jeffrey Boschman
Jul 1, 2021
Regularization | one minute introduction
Regularization | one minute introduction
This is a regular term in a lot of machine learning concepts
Jeffrey Boschman
Jun 10, 2021
Support Vector Machines | one minute introduction
Support Vector Machines | one minute introduction
This knowledge should support you a lot in your future learning of classification and regression
Jeffrey Boschman
Jun 3, 2021
Privileged Information | one minute introduction
Privileged Information | one minute introduction
The more information, the better
Jeffrey Boschman
Jun 1, 2021
Multi-Instance Multi-Label Learning | One minute introduction
Multi-Instance Multi-Label Learning | One minute introduction
You might be confused multiple fronts - before reading this summary, that is!
Jeffrey Boschman
May 26, 2021
Multiple-Instance Learning | One minute introduction
Multiple-Instance Learning | One minute introduction
I’ve seen this term in multiple instances, but what does it mean?
Jeffrey Boschman
May 25, 2021
Representation Learning | one minute introduction
Representation Learning | one minute introduction
Did you learn what this term actually represents?
Jeffrey Boschman
May 20, 2021
Transfer Learning vs. Domain Adaptation | one minute introduction
Transfer Learning vs. Domain Adaptation | one minute introduction
Are the terms transferable?
Jeffrey Boschman
May 18, 2021
Domains and Tasks in machine learning | one minute introduction
What is your basic knowledge of this domain?
Jeffrey Boschman
May 17, 2021
Attention (2014) | one minute summary
Attention (2014) | one minute summary
Did you pay attention when this architecture was introduced?
Jeffrey Boschman
May 3, 2021
“Sequence to Sequence Learning with Neural Networks” (2014) | one minute summary
“Sequence to Sequence Learning with Neural Networks” (2014) | one minute summary
Can you [encode-]decode this paper?
Jeffrey Boschman
May 1, 2021
Long Short-Term Memory (1997) | one minute summary
Long Short-Term Memory (1997) | one minute summary
Do you remember the key points of Long Short-Term Memory?
Jeffrey Boschman
Apr 25, 2021
Statistical Modelling: The Two Cultures (2001) | one minute summary
The first paper to read for those starting with machine learning
Jeffrey Boschman
Apr 23, 2021
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