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My publications

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humanoid-robots deep-learning machine-learning data-science international-conference deep-neural-networks proceedings workshop research papers

publications's Introduction

Hello there 👋, my name is Miguel Fierro.

🤖 I lead the Personalization team at Microsoft. We are a team of Data Scientists and Software Engineers working on Recommendation Systems, NLP, Computer Vision and other Machine Learning solutions.

💬 In addition, I help people understand and apply AI. Whether you want to switch your career to Data Science, land a job in a big tech company, grow your Data Science career, or apply AI to your business, I can help you. ➡️➡️ Join my email list ⬅️⬅️

💻 I'm a maintainer of Recommenders, the top open source repository in Recommendation Systems. I have also contributed to the deep learning frameworks MXNet and CNTK. In this repo you can find a portfolio of machine learning projects. Finally, outside machine learning, I have built my own blog from scratch, that looks like a LaTeX paper.

⚡ Fun fact: The picture in my profile is the HOAP-3 humanoid robot. I did my PhD thesis with it. Here is a fun video of HOAP dancing.

Check out my latest blog posts:

publications's People

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publications's Issues

new post

https://miguelgfierro.com/blog/2021/three-unique-ways-to-source-top-tech-talent/

add ignite

Fix issue with capitalize-first not taking acronyms

The current implementation of the csl doesn't take the acronyms. So you get Deep Learning With Python Stored Procedures In Sql instead of Deep Learning With Python Stored Procedures In SQL

ODSC 2017

https://odsc.com/training/portfolio/running-intelligent-applications-inside-database-deep-learning-python-stored-procedures-sql

book

Add external blogs

check pandoc and rest works in Mac

Add missed conference papers

In my profile there are 19 papers but in GitHub only 17

add ai frenzy

[BUG] url in bibtex add class="uri" twice

example:

\[9\] M. González-Fierro, "Overcoming Machine Learning Bias through Model Analysis", *Data Leadership Summit Conference*, 2019. Available online: <a href="https://www.slideshare.net/MiguelFierro1/overcoming-machine-learning-bias-through-model-analysis" class="uri" class="uri">https://www.slideshare.net/MiguelFierro1/overcoming-machine-learning-bias-through-model-analysis</a>

Fix issue with Spanish accents

csl doesn't and capitalize-first doesn't take well the accents. You get: Sistema De VisiÓN Del Humanoide instead of Sistema De Vision Del Humanoide

MLADS AzureML

Title: Implementing Efficient Testing Pipelines for GitHub Repositories with Azure Machine Learning

Authors: Pradnyesh Vineet Joshi, Andreas Argyriou, Miguel González-Fierro

add predictive analytics world

https://predictiveanalyticsworld.co.uk/speakers/

using transfer learning as a powerful baseline for deep learning

pakdd

http://pakdd2019.medmeeting.org/Content/117073

add kdd 2020

Recommendation with Knowledge Graph on CORD-19

Zhihong (Iris) Shen
Le Zhang
Jianxun Lian
Chieh-Han Wu
Miguel Gonzalez Fierro
Andreas Argyriou

https://kdd2020tutorial.github.io/cord19recommender/

code examples: https://github.com/microsoft/mag-covid19-research-examples

add strata

add patent

refactor repo to make to show the information in the README

add Toronto Machine Learning Summit 2020

Knowledge Graph Recommendation Systems for COVID-19

Do a bib with all publications

Put together all publications

add deep learning world berlin

add pfc

pandoc error on windows

> pandoc -s -S --bibliography gonzalez-fierro_conferences.bib --filter pandoc-citeproc citation_template.md --csl ieee-with-url-mod.csl -o publications.html
pandoc-citeproc: "stdin" (line 3, column 2):
unexpected "I"
expecting "c", "C", "p", "P", "s" or "S"
CallStack (from HasCallStack):
  error, called at src\Text\CSL\Input\Bibtex.hs:113:32 in pandoc-citeproc-0.10.4-1dO0Nlam7tLEohTuW2LNs:Text.CSL.Input.Bibtex
pandoc: Error running filter pandoc-citeproc
Filter returned error status 1

Update genre text in thesis to say something like PhD Thesis instead of the Spanish version

Since I had to change default-locale to Spanish, now I have to modify the default text in genre for:

<else-if type="thesis"> <!-- for tags @PhDThesis and @MastersThesis -->
            <group delimiter=", ">
              <text macro="title" text-case="title"/>
              <text variable="genre" font-style="italic"/>
              <text macro="publisher"/>
              <text macro="issued"/>
            </group>
          </else-if>

other modifications are done in the tag locale:

  <locale xml:lang="es-ES">
    <terms>
      <term name="chapter" form="short">ch.</term>
      <term name="presented at">presented at the</term>
      <term name="available at">available online</term>
      <term name="in">in</term>
      <term name="open-quote">"</term>
      <term name="close-quote">"</term>
      <term name="and">and</term>
    </terms>
  </locale>

the default genre for PhD is Tesis doctoral and for Master is Tesis de licenciatura

use jinja2 to autogenerate teh readme

http://jinja.pocoo.org/docs/2.10/

deeplearning.ai Amsterdam - Building Recommenders Open-Source repository

https://www.eventbrite.com/e/pie-ai-amsterdam-building-recommenders-open-source-repository-tickets-332757866737

add MLADS

add bibtex of C&S paper 2016

Upload doc to server and do bibtex

add odsc

change bibtex publications with common format

Gonzalez-Fierro, M., ...

add iros

https://iros2018.azurewebsites.net/

Add personal blog

MLOps World: Machine Learning in Production

Implementing a Parallel MLOps Test Pipeline for Open Source Development

MLADS fall

add www20

TITLE: Microsoft Recommenders: Best Practices for Production-Ready Recommendation Systems
AUTHORS: Andreas Argyriou, Miguel González-Fierro and Le Zhang

add AACL-IJCNLP 2020

December 4–7, 2020
Suzhou, China

Title: A Hitchhikers guide to using Transformers for multiple scenarios and languages
Authors: Said Bleik, Miguel Fierro, Hong Lu, Daisy Deng, Yijing Chen, Heather Spetalnick, Tao Wu and Sharat Chikkerur

http://aacl2020.org/program/tutorials/#t5-a-hitchhikers-guide-to-using-transformers-for-multiple-scenarios-and-languages