Robert (Munro) Monarch – Medium

Robert (Munro) Monarch

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Robert (Munro) Monarch
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Towards Data Science

Anecdotes from 11 Role Models in Machine Learning

Machine learning experts share stories about data-related problems they encountered building and evaluating models in real-world situations

16 min readSep 21, 2021

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Anecdotes from 11 Role Models in Machine Learning

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Robert (Munro) Monarch
in
Towards Data Science

Research on Machine Learning for Disaster Response

What makes a good paper?

15 min readAug 18, 2020

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Research on Machine Learning for Disaster Response

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Robert (Munro) Monarch

Where’s my talking robot?

“Be aware of how the balance of control is shifting”

8 min readAug 14, 2020

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Where’s my talking robot?

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Robert (Munro) Monarch
in
Towards Data Science

A Problem with that Restaurant Air-Conditioning Study

The image showing infection in a restaurant distorts the actual dimensions.

7 min readMay 12, 2020

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A Problem with that Restaurant Air-Conditioning Study

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Robert (Munro) Monarch

Dr Jerome Adams, MVP (Most Valuable Public-health official)

Appreciate the expertise needed to be a public health expert and understand how to identify Public Health MVPs

10 min readApr 21, 2020

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Dr Jerome Adams, MVP (Most Valuable Public-health official)

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Robert (Munro) Monarch
in
Towards Data Science

5 Ways Data Scientists Can Help Respond to COVID-19 and 5 Actions to Avoid

How can Data Scientists help with the COVID-19 response within their organization and more broadly?

16 min readApr 1, 2020

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5 Ways Data Scientists Can Help Respond to COVID-19 and 5 Actions to Avoid

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Robert (Munro) Monarch

La diversidad en la IA no es tu problema, el problema es de ella

Hay un sesgo en contra de “hers “en la mayoría de los principales sistemas de inteligencia artificial

22 min readMar 4, 2020

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La diversidad en la IA no es tu problema, el problema es de ella

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Robert (Munro) Monarch
in
PyTorch

Active Transfer Learning with PyTorch

Machine learning models can partially predict their future states and use these predictions to sample the optimal data for human review

11 min readJan 11, 2020

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Active Transfer Learning with PyTorch

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Robert (Munro) Monarch
in
Towards Data Science

10 Overlooked Machine Learning Advances in the Last 10 Decades

Overlooked advances in machine learning in the last century made in technology, science, and the arts

14 min readJan 9, 2020

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10 Overlooked Machine Learning Advances in the Last 10 Decades

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Robert (Munro) Monarch
in
Towards Data Science

Advanced Active Learning Cheatsheet

Quick reference for ways to combine Uncertainty Sampling and Diversity Sampling for Active Learning.

5 min readDec 17, 2019

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Advanced Active Learning Cheatsheet

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Robert (Munro) Monarch

Robert (Munro) Monarch

Private/Global Machine Learning at @Apple | Runs @BayAreaNLP | Wrote bit.ly/human-in-the-l… | Prev @StanfordNLP @AWSCloud | Opinions my own | 🚲🌍 | they/he

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