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Full Day Workshops

Title
ODD Workshop on Outlier Detection De-constructedODD Workshop on Outlier Detection De-constructed
Workshop on Interactive Data Exploration and AnalyticsWorkshop on Interactive Data Exploration and Analytics
Workshop on Mining and Learning from Time SeriesWorkshop on Mining and Learning from Time Series
Fragile Earth: Theory Guided Data Science to Enhance Scientific DiscoveryFragile Earth: Theory Guided Data Science to Enhance Scientific Discovery
Workshop on Social ImpactWorkshop on Social Impact
Workshop on Big Data, IoT Streams and Heterogeneous Source Mining (BIGMINE 18)Workshop on Big Data, IoT Streams and Heterogeneous Source Mining (BIGMINE 18)
Data Science, Journalism & Digital MediaData Science, Journalism & Digital Media
Workshop on Mining and Learning with GraphsWorkshop on Mining and Learning with Graphs
2018 AdKDD & TargetAd Workshop2018 AdKDD & TargetAd Workshop
BigScholar: The 5th Workshop on Big Scholarly DataBigScholar: The 5th Workshop on Big Scholarly Data

Half Day Workshops

Title
Workshop on Quantum Machine LearningWorkshop on Quantum Machine Learning
Workshop on Mining Urban DataWorkshop on Mining Urban Data
Opinions, Conflict, and Abuse in a Networked Society (OCeANS)Opinions, Conflict, and Abuse in a Networked Society (OCeANS)
Workshop on Urban ComputingWorkshop on Urban Computing
Workshop on Issues of Sentiment Discovery and Opinion MiningWorkshop on Issues of Sentiment Discovery and Opinion Mining
Workshop on Knowledge Discovery and User Modelling for Smart CitiesWorkshop on Knowledge Discovery and User Modelling for Smart Cities
Workshop on Machine Learning for Medicine and Healthcare Workshop on Machine Learning for Medicine and Healthcare
Data Science In FintechData Science In Fintech
Workshop on Machine Learning and Data Mining for PodcastsWorkshop on Machine Learning and Data Mining for Podcasts
Conversational AI and Its Applications + Data Sonification WorkshopConversational AI and Its Applications + Data Sonification Workshop
epiDAMIK: Epidemiology meets Data Mining and Knowledge discoveryepiDAMIK: Epidemiology meets Data Mining and Knowledge discovery
AI for Fashion: The Third International Workshop on Fashion and KDDAI for Fashion: The Third International Workshop on Fashion and KDD
Workshop on Utility-Driven Mining (UDM 2018)Workshop on Utility-Driven Mining (UDM 2018)
Workshop on Data Mining in Bioinformatics (BIOKDD 2018)Workshop on Data Mining in Bioinformatics (BIOKDD 2018)
Workshop on Data Science for Digital Art History: Tackling big data Challenges, Algorithms, and Systems (DSDAH 2018)Workshop on Data Science for Digital Art History: Tackling big data Challenges, Algorithms, and Systems (DSDAH 2018)
Common Model InfrastructureCommon Model Infrastructure
Workshop on Organizational Behavior and Talent Analytics (OBTA 2018)Workshop on Organizational Behavior and Talent Analytics (OBTA 2018)
Workshop on Causal Discovery (CD2018)Workshop on Causal Discovery (CD2018)

Hands-On Tutorials

Title
Active learning and transfer learning at scale with R and PythonActive learning and transfer learning at scale with R and Python
Introduction to Reinforcement Learning with RayIntroduction to Reinforcement Learning with Ray
GOAI: Accelerating the Scalable Data Science Environment with GPU-enabled PythonGOAI: Accelerating the Scalable Data Science Environment with GPU-enabled Python
Feature Extraction and Summarization with Sequence to Sequence LearningFeature Extraction and Summarization with Sequence to Sequence Learning
Deep Learning with KerasDeep Learning with Keras
Building Custom Deep Recommendation EnginesBuilding Custom Deep Recommendation Engines
Deep Learning and Natural Language Processing with Apache MxNet GluonDeep Learning and Natural Language Processing with Apache MxNet Gluon
Beyond Graph Mining: Higher-Order Data Analytics for Temporal Network DataBeyond Graph Mining: Higher-Order Data Analytics for Temporal Network Data

Conventional Tutorials

Title
Modeling Data With Networks + Network Embedding: Problems, Methodologies and FrontiersModeling Data With Networks + Network Embedding: Problems, Methodologies and Frontiers
Knowledge Extraction and Inference from Text: Shallow, Deep, and Everything in BetweenKnowledge Extraction and Inference from Text: Shallow, Deep, and Everything in Between
Building a Large-scale, Accurate and Fresh Knowledge GraphBuilding a Large-scale, Accurate and Fresh Knowledge Graph
Explainable Models for Healthcare AIExplainable Models for Healthcare AI
Computational Models for Social Network AnalysisComputational Models for Social Network Analysis
Towards Multidimensional Analysis of Text CorporaTowards Multidimensional Analysis of Text Corpora
End-to-end Goal-oriented Question Answering SystemsEnd-to-end Goal-oriented Question Answering Systems
Deep Learning for Computational HealthcareDeep Learning for Computational Healthcare
Behavior Analytics: Methods and ApplicationsBehavior Analytics: Methods and Applications
Crowd-Powered Data MiningCrowd-Powered Data Mining
Data Science in Retail-as-a-ServiceData Science in Retail-as-a-Service
The Science of Algorithmic Map InferenceThe Science of Algorithmic Map Inference
Graph Metric SpacesGraph Metric Spaces
Causal Inference and Counterfactual ReasoningCausal Inference and Counterfactual Reasoning
Polarization in social media: how to detect and mitigatePolarization in social media: how to detect and mitigate
Knowledge Discovery from Cohorts, Electronic Health Records and further Patient-related dataKnowledge Discovery from Cohorts, Electronic Health Records and further Patient-related data
Artificial Intelligence in TransportationArtificial Intelligence in Transportation
Graph Sketching, Sampling, Streaming, and Space-Efficient OptimizationGraph Sketching, Sampling, Streaming, and Space-Efficient Optimization
Large-Scale Graph Algorithmics: Theory and PracticeLarge-Scale Graph Algorithmics: Theory and Practice
Real World Interactive LearningReal World Interactive Learning
Privacy at Scale: Local Differential Privacy in PracticePrivacy at Scale: Local Differential Privacy in Practice
Anti-discrimination Learning: From Association to CausationAnti-discrimination Learning: From Association to Causation
Network Science of Teams: Characterization, Prediction, and OptimizationNetwork Science of Teams: Characterization, Prediction, and Optimization
Redescription Mining: Theory, Algorithms, and ApplicationsRedescription Mining: Theory, Algorithms, and Applications
Online Evaluation for Effective Web Service DevelopmentOnline Evaluation for Effective Web Service Development
Fact Checking: theory and practiceFact Checking: theory and practice
Graph Exploration: Let me Show what is Relevant in your GraphGraph Exploration: Let me Show what is Relevant in your Graph
Privacy-preserving Data Mining in Industry: Practical Challenges and Lessons LearnedPrivacy-preserving Data Mining in Industry: Practical Challenges and Lessons Learned
Graph and Tensor Mining for Fun and ProfitGraph and Tensor Mining for Fun and Profit

Applied Data Science Invited Talks

Title
Christopher Ré: Software 2.0 and Snorkel: Beyond Hand-Labeled Data
Eric Xing: SysML: On System and Algorithm co-design and Automatic Machine Learning
James Hodson: Humans, Jobs, and the Economy: The Future of Finance in the Age of Big Data
Alex Smola: Algorithms, Data, Hardware and Tools - a Perfect Storm
Jen Walraven: Data Science and Entertainment Production
Joseph Sirosh: Planet-Scale Land Cover Classification With FPGAs
Suju Rajan: Computational Advertising at Scale
Luna Dong: Challenges and Innovations in Building a Product Knowledge Graph
Mayur Datar: Data Science at Flipkart - An Indian E-Commerce company
Hema Raghavan: Building Nearline Contextual Recommendations for Active Communities on LinkedIn
John Abowd: The U.S. Census Bureau Adopts Differential Privacy
Edo Liberty: Algorithms, Data, Hardware and Tools - a Perfect Storm
Grace Huang: The Pinterest Approach to Machine Learning

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If you are experiencing any issue related to registrations (confirmation, payment problem etc.) or have any questions regarding registrations, please do not submit this form. Please send an email to Kelly Hughes (khughes@executivevents.com) or call 1.888.526.1242 or 303.530.4683.