AI Researcher and New Rochelle Native Professor Zachary Lipton

“Elon Musk doesn’t really deserve to have a voice in the public discourse about machine learning. He’s not an expert…”
Zachary LIpton

Professor Zachary Lipton, Assistant Professor in the Tepper School of Business at Carnegie Mellon University.

Professor Zachary Lipton is an Assistant Professor in the Tepper School of Business at Carnegie Mellon University, with an appointment in the Machine Learning Department. He recently completed four years of PhD studies at UC San Diego’s Artificial Intelligence Group.
His research interests are eclectic, spanning both methods, applications, and social impacts of machine learning (ML), there exist a few notable clusters. He is especially interested in modeling temporal dynamics and sequential structure in healthcare data, e.g., Learning to Diagnose. Additionally, he works on critical questions related to how we use ML in the wild, yielding The Mythos of Model Interpretability, and more recent work on the desirability and reconcilability of various statistical interpretations of fairness.
He is a native of New Rochelle, New York, attended Columbia University as an undergraduate, and is a jazz saxophonist.

Artificial Intelligence, Machine Learning, and Deep Learning

Terrance Jackson: What is the difference between artificial intelligence, machine learning, and deep learning?
Zachary Lipton: From the crazy way these topics are covered in the media, it can be hard to tell the meanings of the various terms. Often they are compared to each other, e.g. what deep learning can do vs what machine learning can do. The most faithful, simple way to put it is that they have a subset relationship. AI was a field long before people were interested in machine learning. It encompasses the study of how to do, with machines, all things that we think requires something like human intelligence. Of course that makes it a bit of a moving target. Once we know how to do something well, such as playing chess, then we sometimes don’t subsequently view it as a critical piece of AI.

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Dear Mr. Man… The Documentary

All of history’s greatest figures achieved success by having pistis, “trust; commitment; loyalty; engagement.”
Chess in the Park
Monday, October 9th – New Rochelle, NY [Columbus Day]
Want Your Children to Succeed?

Dear Mr. Man documentary

Might not be in the back of the bus
But it sho’ feel just the same
Ain’t nothing fair about welfare
Ain’t no assistance in AIDS
Ain’t nothin’ affirmative about your actions
Till the people get paid

Where are the Black and Brown Mark Zuckerbergs? That was essentially the question — the challenge — that the late musician Prince asked Van Jones, civil rights activist, founder of the Dream Corps, and host of CNN’s The Messy Truth with Van Jones.

Prince Van Jones
Langston Hughes

We, the people, must redeem
The land, the mines, the plants, the rivers.
The mountains and the endless plain—
All, all the stretch of these great green states—
And make America again!
“Let American Be American Again”
By Langston Hughes

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Mount Vernon Magazine: Digital Ads Suck & Google is an Old Business

The new model of advertising and branding demands that companies improve public life and satisfy the needs of our higher sacred selves.

Mount Vernon Magazine - Richard Thomas

Click the image above for a rough draft of Mount Vernon Magazine.

ChartOfTheDay_709_Google_s_ad_revenue_since_2004_n
Ad Spending

Google has more revenue than all U.S. print newspapers and magazines combined.
Yet direct mail is still the biggest single direct marketing channel, worth around $45 billion a year in the US alone. But it’s increasingly clear that printed marketing communications work best when used in conjunction with digital channels such as email, personalized web pages (PURLs), database marketing, and mobile elements.

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Teaching God’s Prosperity and Abundance

I believe, from 38 years of ministry, that ministry is contextual. It depends on the context you’re in. So if I’m ministering in a context of those who are poor and struggling in life, I’m going to teach them of God’s abundance, I’m going to teach them of God’s prosperity in their life, and I’m going to teach them how to discipline their lives and believe God for a better quality of life. This was a part of the promise.
~ Pastor A. R. Bernard

Seven Magazine - A R Bernard

Click, and it will be opened to you.
Click the image above or below for a rough draft of Seven Magazine.

T-shirt fundraiser

Ask, and it will be given to you;
Seek, and you will find;
Knock, and it will be opened to you.
~ Matthew 7:7

New Ro Magazine: Digital Ads Suck & Google is an Old Business

The new model of advertising and branding demands that companies improve public life and satisfy the needs of our higher sacred selves.

new-ro-andrew-young

Click the image above for
A rough draft of New Ro Magazine.
Friday, May 5th is the deadline for the June edition of New Ro Magazine.
The June edition will be:
Size: 8.5″ x 11″
Page Count: 16 or 20
Quantity: 250
Material: 80lbs Gloss
Binding: Saddle Stitching
Advertising rates (each printing):
Full page: $110
½ page: $62
¼ page: $40

ChartOfTheDay_709_Google_s_ad_revenue_since_2004_n
Ad Spending

Google has more revenue than all U.S. print newspapers and magazines combined.
Yet direct mail is still the biggest single direct marketing channel, worth around $45 billion a year in the US alone. But it’s increasingly clear that printed marketing communications work best when used in conjunction with digital channels such as email, personalized web pages (PURLs), database marketing, and mobile elements.

Continue reading

Prince Tribute Concert – Healthy Food is a Human Right

It’s not a crime to murder Black organizers in an operation run by the national political police.
~ Noam Chomsky

Prince Tribute Concert

The sky was all purple
There were people runnin’ everywhere
Tryin’ to run from their destruction
You know I didn’t even care
They say two thousand zero, zero
Party over
Oops, out of time
So tonight I’m gonna party like it’s 1999
In 1999 worldwide music revenue was $27 billion, in 2014 it had dropped to $15 billion. Most blame Napster for this decline, but if you dig deeper you will find that Wall Street and government policy are the actual cause of the steep decline in music revenue. The death of Prince is a metaphor for the death of music and especially Black music.

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Prince Tribute Concert – Charlotte

It’s not a crime to murder Black organizers in an operation run by the national political police.
~ Noam Chomsky

Prince Tribute Concert

The sky was all purple
There were people runnin’ everywhere
Tryin’ to run from their destruction
You know I didn’t even care
They say two thousand zero, zero
Party over
Oops, out of time
So tonight I’m gonna party like it’s 1999
In 1999 worldwide music revenue was $27 billion, in 2014 it had dropped to $15 billion. Most blame Napster for this decline, but if you dig deeper you will find that Wall Street and government policy are the actual cause of the steep decline in music revenue. The death of Prince is a metaphor for the death of music and especially Black music.

Continue reading