Agenda

Friday, Sept. 23Beckman Institute Auditorium
7:00 - 8:00 a.m.Breakfast/Registration
Participants will receive an email with registration and logistics information.
8:00 - 8:30 a.m. Welcome
Klara Nahrstedt, Chair of the Symposium and Director of Coordinated Science Laboratory, University of Illinois at Urbana-Champaign
Andreas Cangellaris, Dean of College of Engineering, University of Illinois at Urbana-Champaign
8:30 a.m.Session 1: Fundamental Challenges and Opportunities in Big Data
Host: Bill Sanders, University of Illinois at Urbana-Champaign
8:30 - 9:15 a.m."Continuum Limits: A Promising Frontier for Large Scale Data Analysis" - Slides Video
Lead Speaker 1: Al Hero, University of Michigan at Ann Arbor
9:15 - 9:45 a.m.Short Talks:
"Causality Strength via Shannon Capacity" - Slides
Pramod Viswanath, University of Illinois at Urbana-Champaign

"Blind Signal Processing: Sparse Signal Reconstruction in Bilinear Inverse Problems"
Yoram Bresler, University of Illinois at Urbana-Champaign
Short Talks Video
9:45 - 10:05 a.m.Break
10:05 - 10:50 a.m."Phase Transitions and Emergent Phenomena in Algorithms and Applications" - Slides Video
Lead Speaker 2: Dana Randall, Georgia Institute of Technology
10:50 - 11:20 a.m.Short Talks:
"Quantifying and Extracting Visual Information from Mobile Devices" - Slides
Minh Do, University of Illinois at Urbana-Champaign

"New Data-Driven Mathematics and Engineering"
Olgica Milenkovic, University of Illinois at Urbana-Champaign
Short Talks Video
11:20 - 11:50 a.m.Discussion
11:50 a.m. - 1 p.m. Lunch
Lunch Speaker: Dr. Peter Schiffer, Vice Chancellor for Research, University of Illinois at Urbana-Champaign
1 p.m.Session 2: Frontiers in Big Data and Agriculture
Host: Sandra Rodriguez-Zas, University of Illinois at Urbana-Champaign
1 - 1:45 p.m."Ag Internet of Things, Big Data, and the Promise of Open Source for Agriculture" - Slides Video
Lead Speaker: James Krogmeier, Purdue University
1:45 - 2:30 p.m. Short Talks:
"Are Growers Ready for This?"
Chris Harbourt, Agrible, Inc.

"Statistical and Computational Challenges in Whole Genome Prediction and Genome Wide Association Analyses for Plant and Animal Breeding" - Slides
Robert Tempelman, Michigan State University

"Frontiers in CyberGIS and Geospatial Big Data" - Slides
Shaowen Wang, University of Illinois at Urbana-Champaign
Short Talks Video
2:30 - 3 p.m.Discussion
3 - 3:30 p.m. Break
3:30 p.m.Session 3: Big Data and Optimization
Host: Rakesh Nagi, University of Illinois at Urbana-Champaign
3:30 - 4:15 p.m."Some New Complexity Results for Composite Optimization" - Slides Video
Lead Speaker: George Lan, Georgia Institute of Technology
4:15 - 5 p.m.Short Talks:
"Quantifying City-Scale Resilience to Extreme Congestion Events" -
Slides
Daniel Work, University of Illinois at Urbana-Champaign

"Understanding Non-convex Optimization for Matrix Completion" - Slides
Ruoyu Sun, FAIR (Facebook Artificial Intelligence Research)

"Simple Optimization, Bigger Models, and Faster Learning" - Slides
Niao He, University of Illinois at Urbana-Champaign
Short Talks Video
5 - 5:30 p.m.Discussion
5:30 - 6:30 p.m.Reception
Kavita and Lalit Bahl Meeting Room, 3002 Electrical and Computer Engineering Building

Saturday, Sept. 24ECE Building - Grainger Auditorium
7:30 - 8 a.m.Breakfast
ECE Atrium
8 a.m.Session 4: Big Data Systems
Host: Roy Campbell, University of Illinois at Urbana-Champaign
8 - 8:45 a.m."A Retrospective on the AMPLab and the Berkeley Data Analytics Stack" - Slides Video
Lead Speaker 1: Michael Franklin, University of Chicago
8:45 - 9:30 a.m."Large-scale Data Analysis at Cloud Scale" - Slides Video
Lead Speaker 2: John Wilkes, Google Inc.
9:30 - 10 a.m.Interview dialog with speakers
10 - 10:30 a.m.Break
ECE Atrium
10:30 a.m.Session 5: Machine Learning and Big Data
Host: Rob Rutenbar, University of Illinois at Urbana-Champaign
10:30 - 11:15 a.m."On Computational Thinking, Inferential Thinking, and Data Science" - Slides
Lead Speaker: Michael Jordan, University of California, Berkeley
11:15 a.m. - Noon Short Talks:
"Structured Probabilistic Machine Learning for Neuroimaging" - Slides
Sanmi Koyejo, University of Illinois at Urbana-Champaign

"Data-Driven Design" - Slides
Ranjitha Kumar, University of Illinois at Urbana-Champaign

"Toward Joint Understanding of Images and Language - Slides
Lana Lazebnik, University of Illinois at Urbana-Champaign

"Three Tools for Human-in-the-Loop Data Analytics" - Slides
Aditya Parameswaran, University of Illinois at Urbana-Champaign
Short Talks Video
Noon - 12:30 p.m.Discussion
12:30 - 1:30 p.m.Lunch
ECE Atrium
1:30 p.m.Session 6: Frontiers in Big Data and Bioinformatics
Host: Olgica Milenkovic, University of Illinois at Urbana-Champaign
1:30 - 2:15 p.m ."Computational Challenges in Metagenomics Research" - Slides Video
Lead Speaker: Mihai Pop, University of Maryland
2:15 - 3 p.m.Short Talks:
"Grand Challenges in Phylogenomics"- Slides
Tandy Warnow, University of Illinois at Urbana-Champaign

"Standing on the Shoulders of Giants: How Massive Knowledge-Bases are Transforming Data Analytics in Biology" - Slides
Saurabh Sinha, University of Illinois at Urbana-Champaign

"Large-Scale Integration of Heterogeneous Biological Networks" - Slides
Jian Peng, University of Illinois at Urbana-Champaign
Short Talk Video
3 - 3:30 p.m.Discussion
3:30 -3:50 p.m.Break
ECE Atrium
3:50 p.m. Session 7: Frontiers in Big Data and Social Networks
Host: Scott Poole, University of Illinois at Urbana-Champaign
3:50 - 4:35 p.m."Tracking Change in the Cyber-Mediated World" - Slides Video
Lead Speaker: Kathleen Carley, Carnegie Mellon University
4:35 - 4:50 p.m.Short Talk:
"From Small-World to Scale-Free Networks: What Do Real-World Network Data Tell Us?” - Slides Video
Alexander Nikolaev, University at Buffalo
4:50 - 5 p.m.Discussion