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Posts

• Managing experiments with one file

  Presenting an experiment manager contained in one file for `tf.keras`

  Aug 3, 2020

• Overview of One Year of Lottery Ticket Research

  Going through some winning tickets papers, in the chronological order.

  Feb 13, 2020

• Paper Summary: Unsupervised learning by competing hidden units

  Learning without backprop?

  Jun 17, 2019

• Paper Summary: Stiffness, A New Perspective on Generalization in Neural Networks

  Measuring how groupped the data is during training.

  Mar 28, 2019

• What is Knowledge Distillation?

  A quick introduction on making models smaller.

  Nov 22, 2018

• Adversarial Resnet50

  Making adversarial examples.

  Oct 16, 2018

• Machine Learning's Security Layer, an Overview

  Adversarial examples, model theft, privacy.

  Oct 2, 2018

• Parkinson's disease telemonitoring. A regression with Keras.

  Attempts to detect early Parkinson's disease through vocal measurements.

  Apr 20, 2018