Topics in Machine Learning.
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Posts

  • Sep 8, 2025

    A deeper dive on loss functions

  • Jan 5, 2025

    Mantel Haenszel (MH) Test

  • Jan 4, 2025

    Layer Normalization

  • Jan 3, 2025

    Batch Normalization

  • Jan 2, 2025

    Distillation

  • Jan 1, 2025

    Tips on Dropout

  • Apr 30, 2023

    Stock Valuation

  • Nov 20, 2020

    Understanding Fixed Mortgage Loans

  • Jul 27, 2020

    Understanding ROC and PR curves

  • Jul 11, 2020

    Statistical Divergences

  • Jul 9, 2020

    A Recap of Functional Analysis

  • Jun 25, 2020

    A Recap of Mathematics

  • May 1, 2020

    Notes on Optimal Transport

  • Mar 29, 2020

    Estimation theory basics

  • Jan 3, 2020

    Python Finance Calculations

  • Dec 31, 2019

    Gradient Bandits

  • Dec 29, 2019

    Thompson Sampling in Bernoulli Bandits

  • Dec 29, 2019

    Upper Confidence Bound algorithm in Multi-Armed Bandits

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Topics in Machine Learning.

  • Topics in Machine Learning.
  • mohsen.kiskani@gmail.com
  • kiskani

This page is dedicated to some interesting ideas in statistics and machine learning. I will try to scratch the surface about some interesting ideas. Mainly for my own benefit and access but maybe helpful for others too.