25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), Anchorage 2019

25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), Anchorage 2019

58 Lectures · Aug 4, 2019

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KDD 2019, 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:

Applied Data Science Invited Speakers

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18:52

Earth Observations from a New Generation of Geostationary Satellites

Ramakrishna Nemani

Mar 02, 2020

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18 Views

Invited Talk

Hands-On Tutorials

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01:41:30

Practice of Efficient Data Collection via Crowdsourcing at Large-Scale

Alexey Drutsa

Mar 02, 2020

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33 Views

Tutorial

Applied Data Science Invited Talks

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40:52

From Code to Data: AI at Scale for Developer Productivity

Neel Sundaresan

Mar 02, 2020

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32 Views

Invited Talk
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22:37

Analytics Journey Map: An approach enable to ML at scale

Ganesh Thondikulam

Mar 02, 2020

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45 Views

Invited Talk
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38:29

Facebook Disaster Maps: Aggregate Insights for Crisis Response & Recovery

Paige Maas

Mar 02, 2020

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25 Views

Invited Talk
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32:05

Exploiting High Dimensionality in Big Data

David Heckerman

Mar 02, 2020

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26 Views

Invited Talk
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40:03

Friends Don’t Let Friends Deploy Black-Box Models: The Importance of Intelligibi...

Rich Caruana

Mar 02, 2020

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27 Views

Invited Talk
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34:09

Product Ecosystem Optimization at LinkedIn

Romer Rosales

Mar 02, 2020

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27 Views

Invited Talk

Applied Data Science Oral Presentations: ADS5 Scalability and Novel Applications

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18:56

Large-Scale Training Framework for Video Annotation

Seong Jae Hwang

Mar 02, 2020

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12 Views

Lecture
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19:14

A Data-Driven Approach for Multi-level Packing Problems in Manufacturing Industr...

Lei Chen

Mar 02, 2020

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6 Views

Lecture
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21:15

Actions Speak Louder than Goals: Valuing Player Actions in Soccer

Tom Decroos

Mar 02, 2020

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9 Views

Lecture
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17:41

DeepRoof: A Data-driven Approach For Solar Potential Estimation Using Rooftop Im...

Stephen Lee

Mar 02, 2020

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34 Views

Lecture

Research Track Oral Presentations: RT1 Neural Networks

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17:29

Effective and Efficient Sports Play Retrieval with Deep Representation Learning

Gao Cong

Mar 02, 2020

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36 Views

Lecture

Applied Data Science Track Session ADS6: Environment and Sustainability

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19:45

Nonparametric Mixture of Sparse Regressions on Spatio-Temporal Data -- An Applic...

Yumin Liu

Mar 02, 2020

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26 Views

Lecture
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16:50

Deep Uncertainty Quantification: A Machine Learning Approach for Weather Forecas...

Bin Wang

Mar 02, 2020

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14 Views

Lecture
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15:58

Towards Sustainable Dairy Management - A Machine Learning Enhanced Method for Es...

Kevin Fauvel

Mar 02, 2020

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52 Views

Lecture
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22:20

Precipitation Nowcasting with Satellite Imagery

Alexander Ganshin

Mar 02, 2020

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22 Views

Lecture
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10:45

AccuAir: Winning Solution to Air Quality Prediction for KDD Cup 2018

Bohang Zheng

Mar 02, 2020

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27 Views

Lecture

APPLIED DATA SCIENCE INVITED TALKS

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38:13

Aligraph: A Comprehensive Graph Neural Network Platform

Hongxia Yang

Mar 02, 2020

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31 Views

Invited Talk
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35:39

Welfare Maximization in Online Two-sided Marketplaces

Sreenivas Gollapudi

Mar 02, 2020

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19 Views

Invited Talk
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36:22

Applications of AI/ML in Established and New Industries

Hassan Sawaf

Mar 02, 2020

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21 Views

Invited Talk
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34:26

Addressing Challenges in Data Science: Scale, Skill Sets and Complexity

Joseph K. Bradley

Mar 02, 2020

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23 Views

Invited Talk
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33:21

Towards ML Engineering with TensorFlow Extended (TFX)

Mar 02, 2020

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26 Views

Invited Talk
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36:42

Role of Unified Graph Analysis Platforms for Smart Cities

Yinglong Xia

Mar 02, 2020

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21 Views

Invited Talk

Applied Data Science Track Session ADS7: Entity Extraction, Linking, and Search

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19:36

A Collaborative Learning Framework to Tag Refinement for Points of Interest

Jingbo Zhou

Mar 02, 2020

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21 Views

Lecture
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18:25

Combining Decision Trees and Neural Networks forLearning-to-Rank in Personal Sea...

Pan Li

Mar 02, 2020

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32 Views

Lecture
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19:07

Fairness-Aware Ranking in Search & Recommendation Systems with Application to Li...

Sahin Geyik

Mar 02, 2020

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25 Views

Lecture
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21:48

How to Invest my Time: Lessons from Human-in-the-Loop Entity Extraction

Eduard Dragut

Mar 02, 2020

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31 Views

Lecture
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14:37

OAG: Toward Linking Large-scale Heterogeneous Entity Graphs

Fanjin Zhang

Mar 02, 2020

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18 Views

Lecture

Applied Data Science Track Session ADS8: Sensor and Consumer Services

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19:16

Towards Identifying Impacted Users in Cellular Services

Jia Wang

Mar 02, 2020

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23 Views

Lecture
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18:07

Ambulatory Atrial Fibrillation Monitoring Using Wearable Photoplethysmography wi...

Maxime Voisin

Mar 02, 2020

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30 Views

Lecture
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17:31

Sequence Multi-task Learning to Forecast Mental Wellbeing from Sparse Self-repor...

Dimitris Spathis

Mar 02, 2020

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24 Views

Lecture
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17:14

Learning to Prescribe Interventions for Tuberculosis Patients Using Digital Adhe...

Jackson A Killian

Mar 02, 2020

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7 Views

Lecture

Research Track Session RT19: Machine Learning Themes II

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11:12

Separated Trust Regions Policy Optimization Method

Luobao Zou

Mar 02, 2020

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21 Views

Lecture

Applied Data Science Track Session ADS9: E-commerce and Advertising

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19:24

SMOILE: A Shopper Marketing Optimization and Inverse Learning Engine

Parshan Pakiman

Mar 02, 2020

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22 Views

Lecture
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17:54

Two-Sided Fairness for Repeated Matchings in Two-Sided Markets: A Case Study of ...

Tom Sühr

Mar 02, 2020

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17 Views

Lecture
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20:18

Reserve Price Failure Rate Prediction with Header Bidding in Display Advertising

Chong Wang

Mar 02, 2020

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10 Views

Lecture
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22:28

The Identification and Estimation of Direct and Indirect Effects in Online A/B T...

Xuan Yin

Mar 02, 2020

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23 Views

Lecture
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13:28

Personalized Purchase Prediction of Market Baskets with Wasserstein-Based Sequen...

Mathias Kraus

Mar 02, 2020

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28 Views

Lecture

Applied Data Science Track Session ADS1: Auto-ML and Development Frameworks

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19:55

Auto-Keras: An Efficient Neural Architecture Search System

Haifeng Jin

Mar 02, 2020

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18 Views

Lecture
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16:08

Pythia: AI-assisted Code Completion System

Alexey Svyatkovskiy

Mar 02, 2020

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13 Views

Lecture
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17:12

TF-Ranking: Scalable TensorFlow Library for Learning-to-Rank

Rama Kumar Pasumarthi

Mar 02, 2020

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31 Views

Lecture
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19:56

Shrinkage Estimators in Online Experiments

Drew Dimmery

Mar 02, 2020

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16 Views

Lecture
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16:38

FDML: A Collaborative Machine Learning Framework for Distributed Features

Yaochen Hu

Mar 02, 2020

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28 Views

Lecture

Research Track Session RT5: Privacy and Policy Learning

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17:27

PrivPy: General and Scalable Privacy-Preserving Data Mining

Wei Xu

Mar 02, 2020

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17 Views

Lecture

Applied Data Science Track Session ADS2: Language Models and Text Mining

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18:56

Automatic Dialogue Summary Generation for Customer Service

Peng Wang

Mar 02, 2020

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33 Views

Lecture
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21:36

Detection of Review Abuse via Semi-Supervised Binary Multi-Target Tensor Decompo...

Anil Yelundur

Mar 02, 2020

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44 Views

Lecture
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19:52

Unsupervised Clinical Language Translation

Wei-Hung Weng

Mar 02, 2020

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11 Views

Lecture
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Gmail Smart Compose: Real-Time Assisted Writing

Mia Xu Chen

Mar 02, 2020

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34 Views

Lecture
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17:57

Naranjo Question Answering using End-to-End Multi-task Learning Model

Bhanu Pratap Singh Rawat

Mar 02, 2020

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23 Views

Lecture

Applied Data Science Track Session ADS3: Urbanism and Mobility

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17:27

DeepUrbanEvent: A System for Predicting Citywide Crowd Dynamics at Big Events

Renhe Jiang

Mar 02, 2020

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24 Views

Lecture
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23:25

A Deep Value-network Based Approach for Multi-Driver Order Dispatching

Xiaocheng Tang

Mar 02, 2020

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24 Views

Lecture
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18:16

Nostalgin: Extracting 3D City Models from Historical Image Data

Amol Kapoor

Mar 02, 2020

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15 Views

Lecture

Applied Data Science Track Session ADS4: Real-Time and Online

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15:36

Time-Series Anomaly Detection Service at Microsoft

Hansheng Ren

Mar 02, 2020

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31 Views

Lecture
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15:52

Real-time On-Device Troubleshooting Recommendation for Smartphones

Keiichi Ochiai

Mar 02, 2020

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15 Views

Lecture
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14:19

Real-time Attention Based Look-alike Model for Recommender System

Yudan Liu

Mar 02, 2020

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9 Views

Lecture
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16:07

Anomaly Detection for an E-commerce Pricing System

Jagdish Ramakrishnan

Mar 02, 2020

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38 Views

Lecture
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11:13

Online Amnestic DTW to allow Real-Time Golden Batch Monitoring

Chin-Chia Michael Yeh

Mar 02, 2020

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13 Views

Lecture