Name: Explainable AI Workshop -A Unified Framework for Model Explanation
Start: 2020-12-16T11:30:00-05:00
End: 2020-12-16T13:00:00-05:00
Location: Online

Explainable AI Workshop -

A Unified Framework for Model Explanation

Wednesday

,

August

26

12:00pm

to

1:00pm

EST

RSVP HERE

QU Fall school 2020 Speaker Series - Session 5

A conversation with Quants, Thinkers and Innovators all challenged to innovate in turbulent times!

Join QuantUniversity for a complimentary fall speaker series where you will hear from Quants, innovators, startups and Fintech experts on various topics in Quant Investing, Machine Learning, Optimization, Fintech, AI etc.

A Unified Framework for Model Explanation

Ian Covert, University of Washington

Explainable AI is becoming increasingly important, but the field is evolving rapidly and requires better organizing principles to remain manageable for researchers and practitioners. In this talk, Ian will discuss a new paper that unifies a large portion of the literature using a simple idea: simulating feature removal. The new class of "removal-based explanations" describes 20+ existing methods (e.g., LIME, SHAP) and reveals underlying links with psychology, game theory and information theory.

Practical examples will be presented and available on the Qu.Academy site

Reference:

Explaining by Removing: A Unified Framework for Model Explanation
Ian Covert, Scott Lundberg, Su-In Lee

https://arxiv.org/abs/2011.14878

The mobile advertising revolution is here.

This year, 3DAYS hit the road to educate every media buyer in America about how mobile is changing everything – from how we shop, to how we eat, to how we learn.

So far, we’ve spread the good word in New York City, DC, Philadelphia and Boston. And now we’re coming to you, Atlanta.

Join us for a day of killer keynotes, presentations and networking with peers and industry leaders who are shaking up the mobile advertising game. We’ve carefully crafted an incredible lineup of presenters who are prepared to arm you with new strategies, insights and know-how to take your mobile game to the next level.

Schedule

11.30-11.35

Welcome

Sri Krishnamurthy

11.35-12.45 pm

A Unified Framework for Model Explanation

Ian Covert

12.45pm - 1pm

Fireside Chat

Speakers

Stefan Jansen

Data Strategy | End-to-end ML Solutions

SRI KRISHNAMURTHY, CFA

QUANTUNIVERSITY

Ian Covert

Ian Covert is a PhD student in computer science at the University of Washington, where he works on machine learning research with his advisor Su-In Lee. His research focuses on finding rigorous foundations for explainable AI, particularly as it relates to game theory and information theory. He has previously been a student researcher at Google AI Health and a quantitative research intern at Goldman Sachs and Societe Generale

Clear your calendar - It's going down! Splash Blocks kicks off on April 21st, and you're invited to take part in the festivities. Splash HQ (122 W 26th St) is our meeting spot for a night of fun and excitement. Come one, come all, bring a guest, and hang loose. This is going to be epic!

Sri Krishnamurthy, CFA

Sri Krishnamurthy, CFA is the Founder and CEO of QuantUniversity. Sri is the creator of QuSandbox, a platform for experimenting analytical and machine learning solutions for enterprises prior to adoption.

Sri earned an MS in Computer Systems Engineering and another MS in Computer Science, both from Northeastern University and an MBA from Babson College.

Clear your calendar - It's going down! Splash Blocks kicks off on April 21st, and you're invited to take part in the festivities. Splash HQ (122 W 26th St) is our meeting spot for a night of fun and excitement. Come one, come all, bring a guest, and hang loose. This is going to be epic!

Book

The Book of Alternative Data:

A Guide for Investors, Traders and Risk Managers

Alexander Denev, Saeed Amen

D Shahrawat,CFA

FinTech Investment Banking, Rosenblatt Securities

D is responsible for identifying and generating ideas for FinTech companies to grow and connecting them to investors or strategic partners. In this role, he engages with cutting-edge FinTechs, helping them with strategic advice, M&A and capital raising from VCs, PE or institutional investors. D has 20+ years of experience advising financial institutions, tech firms, service providers and regulators on market trends, emerging technology and innovation.

Sri Krishnamurthy,CFA

President

QuantUniversity

Sri is the Founder and CEO of QuantUniversity, a data and quantitative analysis company. Prior to starting QuantUniversity, Sri has worked at Citigroup, Endeca, MathWorks and with more than 25 customers in the financial services and energy industries. Sri is leading development efforts in creating a platform called QuSandbox for adopting open source and analytics solutions within corporations.

Speakers

Dr.Giulia Fanti

Dr. Giulia Fanti is an Assistant Professor of Electrical and Computer Engineering at Carnegie Mellon University. Her research interests span the algorithmic foundations of blockchains, distributed systems, privacy-preserving technologies, and machine learning.

She is a fellow for the World Economic Forum’s Global Future Council on Cybersecurity, and has received best paper awards from ACM Sigmetrics and ACM MobiHoc, as well as an NSF Graduate Research Fellowship.

Giulia is a recent recipient of the Faculty Research Award given by J.P.Morgan Chase on generating synthetic time series datasets

She obtained her Ph.D. in EECS from U.C. Berkeley and her B.S. in ECE from Olin College of Engineering.

Sri Krishnamurthy, CFA

Sri Krishnamurthy, CFA is the Founder and CEO of QuantUniversity. Prior to that, Sri has worked at Citigroup, Endeca, MathWorks and with more than 25 customers in the financial services. Sri is the creator of QuSandbox, a platform for experimenting analytical and machine learning solutions for enterprises prior to adoption.

Sri teaches classes at QuAcademy (www.qu.academy) and teaches graduate courses in Machine Learning and AI at Northeastern University.

Sri earned an MS in Computer Systems Engineering and another MS in Computer Science, both from Northeastern University and an MBA from Babson College.

QuantUniversity Fall School 2020

www.qu.academy

The QuantUniversity Fall School 2020

A conversation with Quants, Thinkers and Innovators all challenged to innovate in turbulent times!

Join QuantUniversity for a complimentary fall speaker series where you will hear from Quants, innovators, startups and Fintech experts on various topics in Quant Investing, Machine Learning, Optimization, Fintech, AI etc.

Optimization Methods in Finance

^_Authors:

^{_{Gérard Cornuéjols, Carnegie Mellon University, Pennsylvania}}

^{_{Javier Peña, Carnegie Mellon University, Pennsylvania}}

^{_{Reha Tütüncü, Point72}}

^{_{Cambridge University press}}

One lucky attendee will have the opportunity to win Reha's popular book!

Organizer

QuantUniversity is a quantitative analytics and machine learning advisory based in Boston, Massachusetts. QuantUniversity runs various programs and workshops in Boston, New York, Chicago, and online. The company offers online programs in Machine Learning and AI for Financial services

Contact us at info@qusandbox.com to know more.

Checkout our upcoming courses at www.qu.academy

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