20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), New York 2014

20th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), New York 2014

38 Lectures · Aug 24, 2014

About

KDD 2014, a premier interdisciplinary conference, brings together researchers and practitioners from data science, data mining, knowledge discovery, large-scale data analytics, and big data.

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Uploaded videos:

Tutorials

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02:56:51

Scaling Up Deep Learning

Yoshua Bengio

Oct 07, 2014

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26132 Views

Tutorial
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02:47:19

Bringing Structure to Text: Mining Phrases, Entity Concepts, Topics, and Hierarc...

Jiawei Han,

Chi Wang,

Ahmed El-Kishky

Oct 09, 2014

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9157 Views

Tutorial
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03:02:27

The Recommender Problem Revisited

Bamshad Mobasher,

Xavier Amatriain

Oct 07, 2014

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15559 Views

Tutorial
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02:26:58

Correlation Clustering: From Theory to Practice

Francesco Bonchi,

Edo Liberty,

David Garcia-Soriano

Oct 15, 2014

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6523 Views

Tutorial
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02:31:05

Deep Learning

Ruslan Salakhutdinov

Oct 09, 2014

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75118 Views

Tutorial
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02:36:08

Network Mining and Analysis for Social Applications

Feida Zhu,

Huan Sun

Oct 07, 2014

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5879 Views

Tutorial
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02:55:16

Sampling for Big Data

Graham Cormode,

Nick Duffield

Oct 08, 2014

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6181 Views

Tutorial
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02:42:27

Statistically Sound Pattern Discovery

Wilhelmiina Hämäläinen,

Geoff Webb

Oct 07, 2014

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5007 Views

Tutorial
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02:39:00

Recommendation in Social Media

Jie Tang,

Huan Liu,

Jiliang Tang

Oct 07, 2014

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6866 Views

Tutorial

Opening Ceremony & Innovation Award Talk

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01:08:42

Opening Ceremony

Oct 07, 2014

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2736 Views

Opening
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58:12

Principles of Very Large Scale Modeling

Pedro Domingos

Oct 07, 2014

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7290 Views

Lecture

Keynotes

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01:01:41

The Battle for the Future of Data Mining

Oren Etzioni

Oct 07, 2014

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9812 Views

Keynote
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01:00:14

Data, Predictions, and Decisions in Support of People and Society

Eric Horvitz

Oct 07, 2014

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8731 Views

Keynote
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27:05

Bloomberg Keynote

Daniel L. Doctoroff

Oct 07, 2014

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2561 Views

Keynote
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58:20

A Data Driven Approach to Diagnosing and Treating Disease

Eric Schadt

Oct 07, 2014

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4662 Views

Keynote
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59:00

Bugbears or Legitimate Threats? (Social) Scientists' Criticisms of Machine Learn...

Sendhil Mullainathan

Oct 07, 2014

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6564 Views

Keynote

Industry & Government Invited Talks

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46:24

Frontiers in e-commerce personalization

Sri Subramaniam

Oct 07, 2014

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4282 Views

Invited Talk
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44:55

Medicine in the Age of Electronic Health Records

Nigam H. Shah

Oct 07, 2014

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3994 Views

Invited Talk
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50:57

Algorithms for Interpretable Machine Learning

Cynthia Rudin

Oct 07, 2014

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9988 Views

Invited Talk
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39:20

Data Science Through the Lens of Social Science

Drew Conway

Oct 07, 2014

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21454 Views

Invited Talk
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46:34

Big Data for Social Good

Nathan Eagle

Oct 07, 2014

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2757 Views

Invited Talk
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40:30

Bringing Data Science to the Speakers of Every Language

Robert Munro

Oct 07, 2014

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2677 Views

Invited Talk

Ignite Talks

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06:26

Introduction to Ignite Talks

Oct 07, 2014

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2193 Views

Opening
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06:27

Connect.

Stefan Heeke

Oct 07, 2014

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2086 Views

Demonstration
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06:33

Watching Guys Fire Rockets

Jonathon Morgan

Oct 07, 2014

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2149 Views

Demonstration
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06:38

Blue Engine

Nick Ehrman

Oct 07, 2014

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2232 Views

Demonstration
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06:37

Using Big Data for International Development

Alex Rutherford

Oct 07, 2014

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3619 Views

Demonstration
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06:06

NYC Analytics

Sohaib Hasan

Oct 07, 2014

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2236 Views

Demonstration
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06:07

New data sources, innovation trends and challenges on information retrieval in U...

Manuel García-Herranz

Oct 07, 2014

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2713 Views

Demonstration
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05:55

Crisis Text Line. Can data science help us connect?

Bob Filbin

Oct 07, 2014

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2477 Views

Demonstration
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06:02

DonorsChoose.org

Vlad Dubovskiy

Oct 07, 2014

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2023 Views

Demonstration

Panel: Does Social Good Justify Risking Personal Privacy?

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06:25

Social Good and Privacy

Oct 07, 2014

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2596 Views

Panel
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05:51

Does Social Good Justify Risking Personal Privacy?

Oct 07, 2014

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2471 Views

Panel
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04:35

Privacy Risks: Not Always Obvious

Oct 07, 2014

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3308 Views

Panel
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07:33

Does Social Good Justify Risking Personal Privacy?

Oct 07, 2014

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2307 Views

Panel
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05:39

Does Social Good Justify Risking Personal Privacy?

Oct 07, 2014

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2257 Views

Panel
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46:21

Does Social Good Justify Risking Personal Privacy?

Oct 07, 2014

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5498 Views

Panel

Concluding Session

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06:26

Concluding Session

Oct 07, 2014

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2531 Views

Summary