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
Earth Observations from a New Generation of Geostationary Satellites
Mar 02, 2020
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18 Views
Hands-On Tutorials
Practice of Efficient Data Collection via Crowdsourcing at Large-Scale
Mar 02, 2020
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32 Views
Applied Data Science Invited Talks
From Code to Data: AI at Scale for Developer Productivity
Mar 02, 2020
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31 Views
Analytics Journey Map: An approach enable to ML at scale
Mar 02, 2020
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45 Views
Facebook Disaster Maps: Aggregate Insights for Crisis Response & Recovery
Mar 02, 2020
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25 Views
Exploiting High Dimensionality in Big Data
Mar 02, 2020
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25 Views
Friends Don’t Let Friends Deploy Black-Box Models: The Importance of Intelligibi...
Mar 02, 2020
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25 Views
Product Ecosystem Optimization at LinkedIn
Mar 02, 2020
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26 Views
Applied Data Science Oral Presentations: ADS5 Scalability and Novel Applications
Large-Scale Training Framework for Video Annotation
Mar 02, 2020
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11 Views
A Data-Driven Approach for Multi-level Packing Problems in Manufacturing Industr...
Mar 02, 2020
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6 Views
Actions Speak Louder than Goals: Valuing Player Actions in Soccer
Mar 02, 2020
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9 Views
DeepRoof: A Data-driven Approach For Solar Potential Estimation Using Rooftop Im...
Mar 02, 2020
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33 Views
Research Track Oral Presentations: RT1 Neural Networks
Effective and Efficient Sports Play Retrieval with Deep Representation Learning
Mar 02, 2020
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36 Views
Applied Data Science Track Session ADS6: Environment and Sustainability
Nonparametric Mixture of Sparse Regressions on Spatio-Temporal Data -- An Applic...
Mar 02, 2020
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25 Views
Deep Uncertainty Quantification: A Machine Learning Approach for Weather Forecas...
Mar 02, 2020
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13 Views
Towards Sustainable Dairy Management - A Machine Learning Enhanced Method for Es...
Mar 02, 2020
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50 Views
Precipitation Nowcasting with Satellite Imagery
Mar 02, 2020
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22 Views
AccuAir: Winning Solution to Air Quality Prediction for KDD Cup 2018
Mar 02, 2020
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27 Views
APPLIED DATA SCIENCE INVITED TALKS
Aligraph: A Comprehensive Graph Neural Network Platform
Mar 02, 2020
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31 Views
Welfare Maximization in Online Two-sided Marketplaces
Mar 02, 2020
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17 Views
Applications of AI/ML in Established and New Industries
Mar 02, 2020
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20 Views
Addressing Challenges in Data Science: Scale, Skill Sets and Complexity
Mar 02, 2020
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23 Views
Towards ML Engineering with TensorFlow Extended (TFX)
Mar 02, 2020
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25 Views
Role of Unified Graph Analysis Platforms for Smart Cities
Mar 02, 2020
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21 Views
Applied Data Science Track Session ADS7: Entity Extraction, Linking, and Search
A Collaborative Learning Framework to Tag Refinement for Points of Interest
Mar 02, 2020
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20 Views
Combining Decision Trees and Neural Networks forLearning-to-Rank in Personal Sea...
Mar 02, 2020
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32 Views
Fairness-Aware Ranking in Search & Recommendation Systems with Application to Li...
Mar 02, 2020
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25 Views
How to Invest my Time: Lessons from Human-in-the-Loop Entity Extraction
Mar 02, 2020
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31 Views
OAG: Toward Linking Large-scale Heterogeneous Entity Graphs
Mar 02, 2020
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18 Views
Applied Data Science Track Session ADS8: Sensor and Consumer Services
Towards Identifying Impacted Users in Cellular Services
Mar 02, 2020
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23 Views
Ambulatory Atrial Fibrillation Monitoring Using Wearable Photoplethysmography wi...
Mar 02, 2020
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28 Views
Sequence Multi-task Learning to Forecast Mental Wellbeing from Sparse Self-repor...
Mar 02, 2020
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23 Views
Learning to Prescribe Interventions for Tuberculosis Patients Using Digital Adhe...
Mar 02, 2020
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7 Views
Research Track Session RT19: Machine Learning Themes II
Separated Trust Regions Policy Optimization Method
Mar 02, 2020
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21 Views
Applied Data Science Track Session ADS9: E-commerce and Advertising
SMOILE: A Shopper Marketing Optimization and Inverse Learning Engine
Mar 02, 2020
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22 Views
Two-Sided Fairness for Repeated Matchings in Two-Sided Markets: A Case Study of ...
Mar 02, 2020
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13 Views
Reserve Price Failure Rate Prediction with Header Bidding in Display Advertising
Mar 02, 2020
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10 Views
The Identification and Estimation of Direct and Indirect Effects in Online A/B T...
Mar 02, 2020
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22 Views
Personalized Purchase Prediction of Market Baskets with Wasserstein-Based Sequen...
Mar 02, 2020
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27 Views
Applied Data Science Track Session ADS1: Auto-ML and Development Frameworks
Auto-Keras: An Efficient Neural Architecture Search System
Mar 02, 2020
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17 Views
Pythia: AI-assisted Code Completion System
Mar 02, 2020
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13 Views
TF-Ranking: Scalable TensorFlow Library for Learning-to-Rank
Mar 02, 2020
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31 Views
Shrinkage Estimators in Online Experiments
Mar 02, 2020
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16 Views
FDML: A Collaborative Machine Learning Framework for Distributed Features
Mar 02, 2020
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27 Views
Research Track Session RT5: Privacy and Policy Learning
PrivPy: General and Scalable Privacy-Preserving Data Mining
Mar 02, 2020
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16 Views
Applied Data Science Track Session ADS2: Language Models and Text Mining
Automatic Dialogue Summary Generation for Customer Service
Mar 02, 2020
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32 Views
Detection of Review Abuse via Semi-Supervised Binary Multi-Target Tensor Decompo...
Mar 02, 2020
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43 Views
Unsupervised Clinical Language Translation
Mar 02, 2020
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9 Views
Gmail Smart Compose: Real-Time Assisted Writing
Mar 02, 2020
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34 Views
Naranjo Question Answering using End-to-End Multi-task Learning Model
Mar 02, 2020
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22 Views
Applied Data Science Track Session ADS3: Urbanism and Mobility
DeepUrbanEvent: A System for Predicting Citywide Crowd Dynamics at Big Events
Mar 02, 2020
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24 Views
A Deep Value-network Based Approach for Multi-Driver Order Dispatching
Mar 02, 2020
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24 Views
Nostalgin: Extracting 3D City Models from Historical Image Data
Mar 02, 2020
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15 Views
Applied Data Science Track Session ADS4: Real-Time and Online
Time-Series Anomaly Detection Service at Microsoft
Mar 02, 2020
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30 Views
Real-time On-Device Troubleshooting Recommendation for Smartphones
Mar 02, 2020
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14 Views
Real-time Attention Based Look-alike Model for Recommender System
Mar 02, 2020
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8 Views
Anomaly Detection for an E-commerce Pricing System
Mar 02, 2020
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38 Views
Online Amnestic DTW to allow Real-Time Golden Batch Monitoring
Mar 02, 2020
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12 Views