Event Details:
Location
Paul Brest Hall
555 Salvatierra Walk
Stanford, CA 94305
United States
Emerging Topics in Data Science for Business and Society
The Stanford Data Science Initiative (SDSI) 2018 Fall Retreat explores emerging topics in data science for business and Society. As the state of the art and practice of data science continues to advance at a rapid pace, today’s agenda presents a wide array of innovative technologies such as advanced analytics, security, understanding and preventing bias, and their application to fields ranging from healthcare to how people communicate. Stanford’s talented researchers work at the forefront of data intensive methodologies with a strong interdisciplinary nature. Stanford’s strong presence in many domains encourages the development of new approaches in a number of fields that benefit both academia and industry.
Agenda
8:00 am | Breakfast and Registration |
9:00 am | Welcome and Introductions |
9:05 am | Vision for Data ScienceJure Leskovec |
9:15 am | Consumer Choice in Longitudinal Data: New Methods and ApplicationsSusan Athey |
9:45 am | Uncovering Security Weaknesses through Internet-Wide ScanningZakir Durumeric |
10:15 am | Understanding Deep LearningTengyu Ma |
10:45 am | Break |
11:15 am | Finding and Reducing Human Biases in AIJames Zou |
11:45 am | Using Past Technologies to Predict Future CommunicationElaine Treharne |
12:15 pm | Lunch |
1:15 pm | Welcome back |
1:20 pm | Data Science for Humans and PopulationsEuan Ashley |
1:30 pm | Hardware Architectures for Software 2.0Kunle Olukotun |
2:00 pm | The Artful Design of TechnologyGe Wang |
2:45 pm | Break |
3:00 pm | Almond: An Open User-Programmable Virtual AssistantMonica Lam |
3:30 pm | Mostly Exploration-Free Algorithms in Personalized Decision-MakingMohsen Bayati |
4:00 pm | The Good, the Bad, and the Challenging of Machine Learning for Networked SystemsKeith Winstein |
4:30 pm | Poster Preview Presentations |
4:50 pm | Closing Comments |
4:55 pm | Poster Viewing and reception |
6:30 pm | Adjourn |