Mitchell Wyle
Bellevue, Washington, United States
1K followers
500+ connections
About
Resume: https://cv.wyle.org
VP Data Tech & Notifications at Lessen…
Articles by Mitchell
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Mitch is hiring in Portland, San Jose, and Seattle
Mitch is hiring in Portland, San Jose, and Seattle
By Mitchell Wyle
Activity
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We reported our Q2 earnings today, and I want to thank all of our customers for their trust and support, as well as our team and partners for coming…
We reported our Q2 earnings today, and I want to thank all of our customers for their trust and support, as well as our team and partners for coming…
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I want to share that over 97% of Windows sensors are back online as of July 25. This progress is thanks to the tireless efforts of our customers…
I want to share that over 97% of Windows sensors are back online as of July 25. This progress is thanks to the tireless efforts of our customers…
Liked by Mitchell Wyle
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I find it ironic that I internally pointed out the serious danger in allowing any third party to install bits on your Prod service without…
I find it ironic that I internally pointed out the serious danger in allowing any third party to install bits on your Prod service without…
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Experience
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Mitch Wyle
Publications
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Bayesian and Empirical Bayesian Forests
International Conference on Machine Learning
We derive ensembles of decision trees through a nonparametric Bayesian model, allowing us to view random forests as samples from a posterior distribution. This insight provides large gains in interpretability, and motivates a class of Bayesian forest (BF) algorithms that yield small but reliable performance gains. Based on the BF framework, we are able to show that high-level tree hierarchy is stable in large samples. This leads to an empirical Bayesian forest (EBF) algorithm for building…
We derive ensembles of decision trees through a nonparametric Bayesian model, allowing us to view random forests as samples from a posterior distribution. This insight provides large gains in interpretability, and motivates a class of Bayesian forest (BF) algorithms that yield small but reliable performance gains. Based on the BF framework, we are able to show that high-level tree hierarchy is stable in large samples. This leads to an empirical Bayesian forest (EBF) algorithm for building approximate BFs on massive distributed datasets and we show that EBFs outperform subsampling based alternatives by a large margin.
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Languages
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English
Native or bilingual proficiency
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German
Native or bilingual proficiency
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In June, I stepped down from eBay after nine years of serving as its Chief Legal Officer. It was an incredible privilege to have worked alongside…
In June, I stepped down from eBay after nine years of serving as its Chief Legal Officer. It was an incredible privilege to have worked alongside…
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We've seen a lot of companies ban political speech these past few years. I disagree, so I wrote a long (sorry!) piece laying out how I think about…
We've seen a lot of companies ban political speech these past few years. I disagree, so I wrote a long (sorry!) piece laying out how I think about…
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On Friday we failed you, and for that I'm deeply sorry. I’ve been in my professional life for almost 40 years, and my North Star has always been to…
On Friday we failed you, and for that I'm deeply sorry. I’ve been in my professional life for almost 40 years, and my North Star has always been to…
Liked by Mitchell Wyle
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I'm excited to announce that CrowdStrike has been honored as a Customers’ Choice in the 2024 Gartner Peer Insights™ ‘Voice of the Customer’ Endpoint…
I'm excited to announce that CrowdStrike has been honored as a Customers’ Choice in the 2024 Gartner Peer Insights™ ‘Voice of the Customer’ Endpoint…
Liked by Mitchell Wyle
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Many of my friends and some unlikely family members have asked me about the CrowdStrike sensor release issue https://lnkd.in/gbSyrT82 . As I told my…
Many of my friends and some unlikely family members have asked me about the CrowdStrike sensor release issue https://lnkd.in/gbSyrT82 . As I told my…
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As CrowdStrike continues to work with customers and partners to resolve this incident, our team has written a technical overview on today’s events…
As CrowdStrike continues to work with customers and partners to resolve this incident, our team has written a technical overview on today’s events…
Liked by Mitchell Wyle
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#hugops to everybody dealing with the fallout of last night’s issues. You’ll get through it, and you are not alone. And to folks taking cheap shots…
#hugops to everybody dealing with the fallout of last night’s issues. You’ll get through it, and you are not alone. And to folks taking cheap shots…
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Today was not a security or cyber attack. Our customers remain fully protected. We understand the gravity of the situation and are deeply sorry for…
Today was not a security or cyber attack. Our customers remain fully protected. We understand the gravity of the situation and are deeply sorry for…
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Glad to announce that I recently moved to Colorado from California. Exited to be seeing more of my growing family and climbing more 14ers. Sadly, I…
Glad to announce that I recently moved to Colorado from California. Exited to be seeing more of my growing family and climbing more 14ers. Sadly, I…
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All of CrowdStrike continues to work closely with impacted customers and partners to ensure that all systems are restored. I’m sharing the letter I…
All of CrowdStrike continues to work closely with impacted customers and partners to ensure that all systems are restored. I’m sharing the letter I…
Liked by Mitchell Wyle
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I have two cool things to share: 1. I am joining Amazon to work on challenging marketing problems at the intersection of Economics, causal…
I have two cool things to share: 1. I am joining Amazon to work on challenging marketing problems at the intersection of Economics, causal…
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