From b5614ed1cbef7a8ad4717d87795abdd88ae540ba Mon Sep 17 00:00:00 2001 From: Chandan Singh Date: Mon, 27 May 2019 19:10:44 -0400 Subject: [PATCH] Add new machine learning papers (#546) --- machine_learning/README.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/machine_learning/README.md b/machine_learning/README.md index 3a11ffa..62f2e46 100644 --- a/machine_learning/README.md +++ b/machine_learning/README.md @@ -19,6 +19,12 @@ * [Multiple Narrative Disentanglement: Unraveling *Infinite Jest*](http://dreammachin.es/p1-wallace.pdf) - uses an unsupervised approach to natural language processing to classify narrators in David Foster Wallace's 1,000-page novel. +* [ImageNet Classification with Deep Convolutional Neural Networks](http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks.pdf) - This paper introduces AlexNet, a neural network architecture which dramatically improved over the state-of-the-art in image classification algorithms and is widely regarded as a breakthrough moment for deep learning. + +* [Interpretable machine learning: definitions, methods, and applications](https://arxiv.org/pdf/1901.04592.pdf) - This paper introduces the foundations of the rapidly emerging field of interpretable machine learning. + +* [Distilling the Knowledge in a Neural Network](https://arxiv.org/pdf/1503.02531.pdf) - This seminal paper introduces a method to distill information from an ensemble of neural networks into a single model. + ## Hosted Papers * :scroll: **[A Sparse Johnson-Lindenstrauss Transform](dimensionality_reduction/a-sparse-johnson-lindenstrauss-transform.pdf)**