Boston QWAFAFEW Meeting: Tuesday, 17 Feb 2015 – Detecting Hidden Mathematical Patterns in Raw Data

Next Boston QWAFAFEW Meeting: Tuesday, 17 Feb 2015

 

Time: 6:15 PM sharpe
3rd Floor of the Tennis & Racquet Club, 939 Boylston Street

RSVP to hugh@QWAFAFEW.org

 

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Detecting Hidden Mathematical Patterns in Raw Data

 

 

A QWAFAFEW discussion led by:

 

Michael Schmidt

 

Abstract

 

Recent advances in evolutionary search have enabled detection of nonlinear patterns that cannot be found with traditional approaches (Science 324). These new approaches have been applied to beating daily-trading strategies with monthly strategies, discovering new materials used by the US Air Force, detecting leading indicators of network failures for some of the largest mobile provides, to detecting laws of physics from observations. The basis of the new approaches is to massively explore and test complex combinations of signals for the most stable, predictive, and interpretable patterns– either through software running on your local computer or distributed in the cloud. Unlike predictive analytics, patterns optimize both generalizing to new data and ability to be easily understood, while automatically identifying transformations such as time-lagged effects. Over 400 research papers today cite our software Eureqa in their results, and thousands use the software daily in industry. This talk will introduce the technology and applications in quantitative analysis.

 

Bio

 

Michael Schmidt — CEO/technical founder of Nutonian, Forbes Top 7 Data Scientists, Discover Magazine’s Top Science Stories of the Year, MIT Tech Review’s 35/35.

 

Please RSVP hugh@QWAFAFEW.org

 

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Please RSVP for all meetings you plan to attend: hugh@QWAFAFEW.org

Guests who do not RSVP may have to wait to enter the meeting, due to space constraints (capacity=100, BFD).

 

Guest fees ($30) can be paid through EMA (check or PayPal, bring receipt) or bitcoin (at address above). We still allow walk-ins (space permitting). The $30 guest fee can be paid by bitcoin, cash or check at the door, no credit cards at the meeting.

 

As always, if you have names or discussion topics, please forward them to any member of the Steerage Committee

 

Questions, comments:

 

 

Steerage Committee

Max Arai

Hugh Crowther (Treasurer)

Dan diBartolomeo

Steve Gaudette

Mark Kritzman

John Minahan

Donna Cool Murphy (Dinners)

Larry Pohlman

Dan Potter

Dan Rie

Evan Schulman

Michael Wilcox

 

The members of the Steerage Committee are responsible for coordinating the program content.

Program suggestions from members are always welcome..

 

RSVP to: hugh@QWAFAFEW.org

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