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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

39 Videos · 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.

Videos

Tutorials

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02:56:51

Scaling Up Deep Learning

Yoshua Bengio

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02:31:05

Deep Learning

Ruslan Salakhutdinov

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02:42:27

Statistically Sound Pattern Discovery

Wilhelmiina Hämäläinen,

Geoff Webb

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02:36:08

Network Mining and Analysis for Social Applications

Feida Zhu,

Huan Sun

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02:47:19

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

Ahmed El-Kishky,

Chi Wang,

Jiawei Han

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03:02:27

The Recommender Problem Revisited

Bamshad Mobasher,

Xavier Amatriain

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Private
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02:49:44

Constructing and Mining Web-Scale Knowledge Graphs

Antoine Bordes,

Evgeniy Gabrilovich

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02:26:58

Correlation Clustering: From Theory to Practice

David Garcia-Soriano,

Francesco Bonchi,

Edo Liberty

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02:39:00

Recommendation in Social Media

Jie Tang,

Huan Liu,

Jiliang Tang

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02:55:16

Sampling for Big Data

Nick Duffield,

Graham Cormode

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Opening Ceremony & Innovation Award Talk

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58:12

Principles of Very Large Scale Modeling

Pedro Domingos

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01:08:42

Opening Ceremony

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Keynotes

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59:00

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

Sendhil Mullainathan

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01:00:14

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

Eric Horvitz

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27:05

Bloomberg Keynote

Daniel L. Doctoroff

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58:20

A Data Driven Approach to Diagnosing and Treating Disease

Eric Schadt

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01:01:41

The Battle for the Future of Data Mining

Oren Etzioni

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Industry & Government Invited Talks

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39:20

Data Science Through the Lens of Social Science

Drew Conway

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50:57

Algorithms for Interpretable Machine Learning

Cynthia Rudin

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46:24

Frontiers in e-commerce personalization

Sri Subramaniam

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40:30

Bringing Data Science to the Speakers of Every Language

Robert Munro

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46:34

Big Data for Social Good

Nathan Eagle

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44:55

Medicine in the Age of Electronic Health Records

Nigam H. Shah

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Ignite Talks

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06:38

Blue Engine

Nick Ehrman

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06:37

Using Big Data for International Development

Alex Rutherford

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06:06

NYC Analytics

Sohaib Hasan

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05:55

Crisis Text Line. Can data science help us connect?

Bob Filbin

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06:26

Introduction to Ignite Talks

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06:33

Watching Guys Fire Rockets

Jonathon Morgan

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06:27

Connect.

Stefan Heeke

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06:02

DonorsChoose.org

Vlad Dubovskiy

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06:07

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

Manuel García-Herranz

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Panel: Does Social Good Justify Risking Personal Privacy?

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05:51

Does Social Good Justify Risking Personal Privacy?

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05:39

Does Social Good Justify Risking Personal Privacy?

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04:35

Privacy Risks: Not Always Obvious

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07:33

Does Social Good Justify Risking Personal Privacy?

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06:25

Social Good and Privacy

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46:21

Does Social Good Justify Risking Personal Privacy?

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Concluding Session

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06:26

Concluding Session

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