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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
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
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