Technical Program

 
Sunday, June 2
08:50 - 12:00
Tutorial T1: Large-scale Optimization for Machine Learning - Julien Mairal, Inria Grenoble (France)
12:00 - 13:20
Lunch
13:20 - 16:30
Tutorial T2: Tensors in Data Science - Nikos Sidiropoulos, University of Virginia (USA)
16:40 - 18:00
Panel Panel Discussion
18:15 - 21:00
Welcome Reception
 
Monday, June 3
08:30 - 09:30
Plenary PLEN-1: Andrea L. Bertozzi - "The Mathematics of Crime"
09:30 - 10:00
Coffee Break
10:00 - 12:00
SS Data Analytics for Power Systems Lecture Room 2
Graph learning Lecture Room 1
12:00 - 13:20
Lunch
13:20 - 14:20
Plenary PLEN-2: Robert D. Nowak - "Active Machine Learning: From Theory to Practice"
14:30 - 15:50
Anomaly Detection Lecture Room 1
Tensor factorizations Lecture Room 2
15:50 - 16:20
Coffee Break
16:20 - 18:00
SS Omics Data Processing and Analysis Lecture Room 2
SS Tensor Methods Lecture Room 1
 
Tuesday, June 4
08:30 - 09:30
Plenary PLEN-3: Bin Yu - "PCS Workflow, Interpretable Machine Learning, and DeepTune"
09:30 - 10:00
Coffee Break
10:00 - 12:00
Graph signal processing Lecture Room 1
Learning, modeling and inference with data - I Lecture Room 2
12:00 - 13:20
Lunch
13:20 - 14:20
Plenary PLEN-4: Rong Jin - "Optimization in Alibaba: Beyond Convexity"
14:30 - 15:50
Applications in social media and recommendation systems Lecture Room 1
Topics in Data Science Lecture Room 2
15:50 - 16:20
Coffee Break
16:20 - 18:00
SS Nonconvex Optimization for Data Science Lecture Room 1
SS Statistical Inference in Complex Network Data Lecture Room 2
19:00 - 21:00
Gala Dinner
 
Wednesday, June 5
08:30 - 09:30
Plenary PLEN-5: Xiao-Li Meng - "Is it a Computing Algorithm or a Statistical Procedure: Can you tell or should you care?"
09:30 - 10:00
Coffee Break
10:00 - 12:00
Applications in Biology and Medicine Poster Area
Distributed algorithms Poster Area
Learning, modeling and inference with data - II Poster Area
12:00 - 13:20
Lunch
13:20 - 14:20
Plenary PLEN-6: Jennifer Neville - "Towards Relational AI – The good, the bad, and the ugly of learning over networks"