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July 26-28, 2021
August 2-4, 2021
SILO Video Archive
12/12/18| Line Roald | Learning Solutions to Constrained Optimization Problems – to Enable a Sustainable Electric Grid
12/5/18| Mohit Gupta | Micro-(Shape-And-Motion)-Scopes
11/28/18| Gauri Joshi | Slow and Stale Gradients Can Win the Race: Error-Runtime Trade-offs in Distributed SGD
11/21/18| Vivak Patel | Statistical Filtering for Optimization over Expectation Operators
11/14/18 | Misha Belkin | Fit without Fear: an Interpolation Perspective on Optimization and Generalization in Modern Machine Learning
11/7/18 | Matus Telgarsky | Generalization and optimization of deep networks
10/31/18 | Saurabh Gupta | Visual Navigation in 3D Scenes
10/24/18 | Nan Chen | A Conditional Gaussian Framework for Uncertainty Quantification, Data Assimilation and Prediction of Complex Nonlinear Turbulent Dynamical Systems
10/17/18 | Miaoyan Wang | Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality
10/10/18 | Bhuvana Krishnaswamy | Towards an autonomous network of biological sensors
10/3/18 | Mina Karzand | Tight regret bounds for a latent variable model of recommendation systems
09/26/18 | Dr. Lee Seversk & Dr. Eric Heim | Adversarial Networks with Structured Inputs and Output
09/19/18 | Christopher Ryan | Mixed-integer bilevel representability
09/12/18 | Kaibo Lui | Big Data Analytics for Real-time Complex System Monitoring and Prognostics
09/05/18 | Jerry Zhu | How to poison linear regression