March 14, 2016 |
Linear-Quadratic Control of Stochastic Equations in a Hilbert Space with Fractional Brownian Motions Tyrone Duncan (University of Kansas) |
Computational Methods for Control of Infinite-dimensional Systems |

March 14, 2016 |
Recent Trends in Optimal Control Problems with Nonsmooth Structures Michael Hintermüller (Humboldt-Universität) |
Computational Methods for Control of Infinite-dimensional Systems |

March 11, 2016 |
Big Data Challenges Facing Digital Marketers Lanhui Wang (MaxPoint) |
Industrial Problems Seminar |

March 10, 2016 |
Modeling Tsunamis and Other Geohazards Randall LeVeque |
Public Lecture Series |

March 08, 2016 |
Incremental Methods for Additive Convex Cost Optimization Asuman Ozdaglar (Massachusetts Institute of Technology) |
Data Science Seminar |

March 07, 2016 |
Fast, Robust and Non-convex Subspace Recovery Gilad Lerman (University of Minnesota, Twin Cities) |
2015-2016 Postdoc Seminar Series |

March 04, 2016 |
Group-theoretic Algorithms for Matching Problems with Applications to Computer Vision Deepti Pachauri (3M) |
Industrial Problems Seminar |

March 01, 2016 |
Adaptive Sketching and Validation to Learn from Large-Scale Data Georgios Giannakis (University of Minnesota, Twin Cities) |
Data Science Seminar |

February 26, 2016 |
The Role of Mathematical Modeling and Optimization in Power Grid Mihai Anitescu (Argonne National Laboratory) |
Industrial Problems Seminar |

February 25, 2016 |
Controllability of a Cochlea Model and Related Fluid Elastic Systems Scott Hansen (Iowa State University) |
Annual Program Seminar Series |

February 24, 2016 |
Stochastic Integer Programming: Parallel distributed-memory Algorithms Deepak Rajan (Lawrence Livermore National Laboratory) |
Research Collaboration Workshop: Optimization and Uncertainty Quantification in Energy and Industrial Applications |

February 24, 2016 |
Reliability Prediction Framework for Implantable Medical Devices Wei Gan (Medtronic) |
Research Collaboration Workshop: Optimization and Uncertainty Quantification in Energy and Industrial Applications |

February 24, 2016 |
Energy Drift in Molecular Dynamics Simulations: What causes it, can we quantify its affects, and should we even try? Paul Patrone (National Institute of Standards and Technology) |
Research Collaboration Workshop: Optimization and Uncertainty Quantification in Energy and Industrial Applications |

February 24, 2016 |
Challenges and Opportunities of Optimization for Smart Grid Yigang Wang (Eaton Corporation) |
Research Collaboration Workshop: Optimization and Uncertainty Quantification in Energy and Industrial Applications |

February 24, 2016 |
Tractable Experiment Design via Mathematical Surrogates Brian Williams (Los Alamos National Laboratory) |
Research Collaboration Workshop: Optimization and Uncertainty Quantification in Energy and Industrial Applications |

February 23, 2016 |
I'm sorry, Dave. I'm afraid I can't do that: Linguistics, Statistics, and Artificial Intelligence in the Big Data Era Lillian Lee (Cornell University) |
Public Lecture Series |

February 23, 2016 |
Quantification and Management of Model Uncertainty in Simulation-Based Vehicle Design Zhen Jiang (Ford Motor Company) |
Research Collaboration Workshop: Optimization and Uncertainty Quantification in Energy and Industrial Applications |

February 23, 2016 |
Computationally Expensive Multi-objective Optimization Juliane Mueller (Lawrence Berkeley Laboratory) |
Research Collaboration Workshop: Optimization and Uncertainty Quantification in Energy and Industrial Applications |

February 23, 2016 |
Recovering the Best Polynomial Approximation of High-dimensional Parameterized Equations Clayton Webster (Oak Ridge National Laboratory) |
Research Collaboration Workshop: Optimization and Uncertainty Quantification in Energy and Industrial Applications |

February 23, 2016 |
Challenges and Opportunities for Optimization-based Workflow in Industry Rui Huang (United Technologies Corporation) |
Research Collaboration Workshop: Optimization and Uncertainty Quantification in Energy and Industrial Applications |

February 23, 2016 |
Stochastic Geometry and Wireless Networks Francois Baccelli (The University of Texas at Austin) |
Data Science Seminar |

February 23, 2016 |
Utilizing Adjoint-Based Techniques to Improve the Accuracy and Reliability in Uncertainty Quantification Timothy Wildey (Sandia National Laboratories) |
Research Collaboration Workshop: Optimization and Uncertainty Quantification in Energy and Industrial Applications |

February 23, 2016 |
Multiscale Modeling in Support of Product Design. Roger Ghanem (University of Southern California) |
Research Collaboration Workshop: Optimization and Uncertainty Quantification in Energy and Industrial Applications |

February 23, 2016 |
Lifetime Assurance of Lead-Acid Energy Storage Systems Ben Lee (Siemens AG) |
Research Collaboration Workshop: Optimization and Uncertainty Quantification in Energy and Industrial Applications |

February 23, 2016 |
Intuition and Analytics in Business Decision Making Karl Kempf (Intel Corporation) |
Research Collaboration Workshop: Optimization and Uncertainty Quantification in Energy and Industrial Applications |

February 23, 2016 |
A New Approach to Stochastic Inverse Problems for Scientific Inference Donald Estep (Colorado State University) |
Research Collaboration Workshop: Optimization and Uncertainty Quantification in Energy and Industrial Applications |

February 22, 2016 |
Should You Derive or Let the Data Drive? Towards a Hybrid Physics-based Data-driven Symbiosis Lior Horesh (IBM) |
Research Collaboration Workshop: Optimization and Uncertainty Quantification in Energy and Industrial Applications |

February 22, 2016 |
Industry Challenges in Uncertainty Quantification, Model Calibration and Discrepancy Liping Wang (General Electric Corp., Research and Development Center) |
Research Collaboration Workshop: Optimization and Uncertainty Quantification in Energy and Industrial Applications |

February 22, 2016 |
Analysis of the Power System Stability Under Uncertainty Alexandre Tartakovsky (Pacific Northwest National Laboratories) |
Research Collaboration Workshop: Optimization and Uncertainty Quantification in Energy and Industrial Applications |

February 22, 2016 |
Industrial Operations Researcher Practitioner’s Wish List Laura Kang (The Boeing Company) |
Research Collaboration Workshop: Optimization and Uncertainty Quantification in Energy and Industrial Applications |

February 22, 2016 |
Optimization, Learning, and Processes Stephen Wright (University of Wisconsin, Madison) |
Research Collaboration Workshop: Optimization and Uncertainty Quantification in Energy and Industrial Applications |

February 22, 2016 |
Mixed-Integer PDE Constrained Optimization Sven Leyffer (Argonne National Laboratory) |
Research Collaboration Workshop: Optimization and Uncertainty Quantification in Energy and Industrial Applications |

February 22, 2016 |
An Approach Based on Hierarchical Bayesian Graphical Models (HBGM) for Measurement Interpretation and Parameter Estimation Under Uncertainty Maja Skataric (Schlumberger-Doll Research) |
Research Collaboration Workshop: Optimization and Uncertainty Quantification in Energy and Industrial Applications |

February 22, 2016 |
National Laboratories & Industry: “What’s our tire company going to do with a nuclear weapons lab?” Loren Miller (DataMetric Innovations LLC) |
Research Collaboration Workshop: Optimization and Uncertainty Quantification in Energy and Industrial Applications |

February 19, 2016 |
Building the General-purpose Factory Haldean Brown (Plethora) |
Industrial Problems Seminar |

February 18, 2016 |
Some Remarks on Controllability and Time Optimal Control for Infinite Dimensional Dynamical Systems Marius Tucsnak (Université de Bordeaux I) |
Annual Program Seminar Series |

February 16, 2016 |
Envelopes: Methods for Improving Efficiency in Multivariate Statistics Dennis Cook (University of Minnesota, Twin Cities) |
Data Science Seminar |

February 15, 2016 |
Some Relationships Between the Information Theory and Convex Geometry Arnaud Marsiglietti (University of Minnesota, Twin Cities) |
2015-2016 Postdoc Seminar Series |

February 12, 2016 |
Modeling and Analysis of Electric Power Systems Problems: Bridge the Gap Between Research and Industry Dongbo Zhao (Eaton Corporation) |
Industrial Problems Seminar |

February 11, 2016 |
Effect of Dynamic Network's Topology on Performance and Stability Yoonsoo Kim (Gyeongsang National University) |
Annual Program Seminar Series |

February 09, 2016 |
Indirect Multivariate Response Linear Regression Adam Rothman (University of Minnesota, Twin Cities) |
Data Science Seminar |

February 08, 2016 |
Stochastic Models for Human Driving Behavior and Applications to Semi-autonomous Safety Systems Daniel Hoehener (Massachusetts Institute of Technology) |
2015-2016 Postdoc Seminar Series |

February 05, 2016 |
Advanced Healthcare Research and Analytics: Catching fraud, Removing Waste, Finding Providers, and Happy Consumers Jason Haupt (UnitedHealth Group) |
Industrial Problems Seminar |

February 04, 2016 |
Using Approximations in Controller Synthesis for Systems Modelled by Partial Differential Equations Kirsten Morris (University of Waterloo) |
Annual Program Seminar Series |

February 02, 2016 |
Methodological Aspects of Predictive Data Analytics and VC-theory Vladimir Cherkassky (University of Minnesota, Twin Cities) |
Data Science Seminar |

February 01, 2016 |
On Optimal Low-rank Approximation of Non-negative Matrices Christian Grussler (Lund University) |
2015-2016 Postdoc Seminar Series |

January 29, 2016 |
Entropic and Displacement Interpolation of Densities: A Computational Approach Based on the Hilbert Metric Tryphon Georgiou |
Optimization and Parsimonious Modeling |

January 29, 2016 |
Linear System Theory and Semidefinite Representations of Atomic Norms Lieven Vandenberghe (University of California, Los Angeles) |
Optimization and Parsimonious Modeling |

January 28, 2016 |
Convex Geometry for Structured Signal Recovery: New Results in Super-Resolution and Total Variation Minimization Weiyu Xu (The University of Iowa) |
Optimization and Parsimonious Modeling |

January 28, 2016 |
Finding Planted Subgraphs using the Schur-Horn Relaxation Venkat Chandrasekaran (California Institute of Technology) |
Optimization and Parsimonious Modeling |

January 28, 2016 |
Dynamics-based Information Extraction: A Hybrid Systems Approach Necmiye Ozay (University of Michigan) |
Optimization and Parsimonious Modeling |

January 28, 2016 |
Tensor Low-Rank Completion and Invariance of the Tucker Core Shuzhong Zhang (University of Minnesota, Twin Cities) |
Optimization and Parsimonious Modeling |

January 28, 2016 |
Convex Optimization & Parsimony of L_p-balls Representation Jean Lasserre (Centre National de la Recherche Scientifique (CNRS)) |
Optimization and Parsimonious Modeling |

January 27, 2016 |
Global Optimality in Matrix and Tensor Factorization, Deep Learning, and Beyond René Vidal (Johns Hopkins University) |
Optimization and Parsimonious Modeling |

January 27, 2016 |
Globally Optimal and Robust k-means Clustering via Convex Optimization Rachel Ward (The University of Texas at Austin) |
Optimization and Parsimonious Modeling |

January 27, 2016 |
Level-set Methods for Convex Optimization Michael Friedlander (University of California) |
Optimization and Parsimonious Modeling |

January 27, 2016 |
Low-rank Matrix Completion under Monotonic Transformation Laura Balzano (University of Michigan) |
Optimization and Parsimonious Modeling |

January 27, 2016 |
Grothendieck Constant and Structured Matrix Computations Lek-Heng Lim (University of Chicago) |
Optimization and Parsimonious Modeling |

January 27, 2016 |
Crouzeix's Conjecture Michael Overton (New York University) |
Optimization and Parsimonious Modeling |

January 26, 2016 |
Stochastic Dynamical Modeling: Structured Matrix Completion of Partially Available Statistics Mihailo Jovanovic (University of Minnesota, Twin Cities) |
Optimization and Parsimonious Modeling |

January 26, 2016 |
Your Dreams May Come True with MTP2... Caroline Uhler (Massachusetts Institute of Technology) |
Optimization and Parsimonious Modeling |

January 26, 2016 |
Optimal Gradient Methods for Nonlinear Optimization Hongchao Zhang (Louisiana State University) |
Optimization and Parsimonious Modeling |

January 26, 2016 |
Optimal Experimental Design with Polynomial Optimization Didier Henrion (Centre National de la Recherche Scientifique (CNRS)) |
Optimization and Parsimonious Modeling |

January 26, 2016 |
Applying Subgradient Methods -- and Accelerated Gradient Methods -- to Efficiently Solve General Convex, Conic Optimization Problems James Renegar (Cornell University) |
Optimization and Parsimonious Modeling |

January 25, 2016 |
Revisiting Nesterov’s Acceleration Sébastien Bubeck (Microsoft) |
Optimization and Parsimonious Modeling |

January 25, 2016 |
Asynchronous Parallel Computing in Signal Processing and Machine Learning Wotao Yin (University of California, Los Angeles) |
Optimization and Parsimonious Modeling |

January 25, 2016 |
Conjugate Interior Point Method for Large-Scale Problems Aleksandr Aravkin (University of Washington) |
Optimization and Parsimonious Modeling |

January 25, 2016 |
Eigenvectors of Tensors Bernd Sturmfels (University of California, Berkeley) |
Optimization and Parsimonious Modeling |

January 22, 2016 |
Interviewing Tips for Industry Whitney Moore (University of Minnesota, Twin Cities) |
Industrial Problems Seminar |

January 19, 2016 |
Fast Algorithm for Robust Subspace Recovery Tyler Maunu (University of Minnesota, Twin Cities) |
Data Science Seminar |

December 15, 2015 |
Computational Analysis and Applications of Diffusion MRI Christophe Lenglet (University of Minnesota, Twin Cities) |
Data Science Seminar |

December 14, 2015 |
Arbitrage and Hedging Under Model Uncertainty Zhou Zhou (University of Minnesota, Twin Cities) |
2015-2016 Postdoc Seminar Series |

December 11, 2015 |
Towards Lights Out Electronics Manufacturing Jeff McAlvay (Tempo Automation) |
Industrial Problems Seminar |

December 10, 2015 |
Non-smooth and Non-convex Optimization Kazufumi Ito (North Carolina State University) |
Annual Program Seminar Series |

December 08, 2015 |
Locating Outliers in Large Matrices with Adaptive Compressive Sampling Jarvis Haupt (University of Minnesota, Twin Cities) |
Data Science Seminar |

December 07, 2015 |
ARock: Asynchronous Parallel Coordinate Update Yangyang Xu (University of Minnesota, Twin Cities) |
2015-2016 Postdoc Seminar Series |

December 04, 2015 |
Magnetic Refrigeration From Laboratory to Products Steve Russek (Astronautics Corporation of America) |
Industrial Problems Seminar |

December 03, 2015 |
Variational Calculus, Sums of Squares and Moment Problems Farhad Jafari (University of Wyoming) |
Annual Program Seminar Series |

December 01, 2015 |
Understanding Global Change: Opportunities and Challenges for Data Driven Research Vipin Kumar (University of Minnesota, Twin Cities) |
Data Science Seminar |

November 30, 2015 |
Disturbance Attenuation in Mass Chains with Passive Interconnection Kaoru Yamamoto (University of Minnesota, Twin Cities) |
2015-2016 Postdoc Seminar Series |

November 24, 2015 |
Reconstructing the Farm, Keeping an Eye on the Environment (with Robots) Volkan Isler (University of Minnesota, Twin Cities) |
Data Science Seminar |

November 23, 2015 |
Modeling and Control of Collective Dynamics Yongxin Chen (University of Minnesota, Twin Cities) |
2015-2016 Postdoc Seminar Series |

November 20, 2015 |
Model-guided Design of a Synthetic Signaling Switch Casim Sarkar (University of Minnesota, Twin Cities) |
Biological Systems and Networks |

November 20, 2015 |
Stochastic Analysis of Biochemical Reaction Networks with Absolute Concentration Robustness German Enciso (University of California) |
Biological Systems and Networks |

November 20, 2015 |
Study of Emergent Transport Properties of Molecular Motor Ensemble Using Novel Computational Approach Shreyas Bhaban (University of Minnesota, Twin Cities) |
Biological Systems and Networks |

November 20, 2015 |
Graph Theory for Systems Biology: Interval Graphs, Motifs, and Pattern Recognition John Jungck (University of Delaware) |
Biological Systems and Networks |

November 20, 2015 |
Robust Control of Evolutionary Dynamics: Case studies in HIV/Antibody Therapy and Non-small Cell Lung Cancer (NSCLC) Vanessa Jonsson (California Institute of Technology) |
Biological Systems and Networks |

November 20, 2015 |
A Proof of the Global Attractor Conjecture for General Reaction Networks Gheorghe Craciun (University of Wisconsin, Madison) |
Biological Systems and Networks |

November 20, 2015 |
Performance Limitations in Autocatalytic Pathways Milad Siami (Lehigh University) |
Biological Systems and Networks |

November 20, 2015 |
Modeling Timing Phenomena in Single-cells: From Phage-induced Lysis to Cell-Division Events Abhyudai Singh (University of Delaware) |
Biological Systems and Networks |

November 20, 2015 |
Molecular Network Control Through Boolean Canalization David Murrugarra (University of Kentucky) |
Biological Systems and Networks |

November 20, 2015 |
Cell Fate Reprogramming by Control of Intracellular Network Dynamics Jorge G. T. Zañudo (The Pennsylvania State University) |
Biological Systems and Networks |

November 20, 2015 |
Optimizing Deep Brain Stimulation for Suppression of Pathological Oscillations in Parkinson's Disease Theoden Netoff (University of Minnesota, Twin Cities) |
Biological Systems and Networks |

November 19, 2015 |
Uncovering the Mechanisms and Physiological Roles of Non-monotonic Response Dynamics in Bacterial Stress Response and Differentiation Oleg Igoshin (Rice University) |
Biological Systems and Networks |

November 19, 2015 |
Mass Transfer of Drug Delivery and Bacterial Therapy to Tumors Neil Forbes (University of Massachusetts) |
Biological Systems and Networks |

November 19, 2015 |
Systems Describing the Tumor Microenvironment: A Geometric Optimal Control Approach Urszula Ledzewicz (Southern Illinois University) |
Biological Systems and Networks |

November 19, 2015 |
Biological Networks Associated to Biological Questions Avner Friedman (The Ohio State University) |
Biological Systems and Networks |

November 19, 2015 |
Design Principles of Proliferative Control Arthur Lander (University of California) |
Biological Systems and Networks |

November 18, 2015 |
Quantifying, Modeling and Predicting Fluctuations of Signal-Activated Gene Expression Brian Munsky (Colorado State University) |
Biological Systems and Networks |

November 18, 2015 |
An Evolutionary Perspective of the p53 Network Joao Hespanha (University of California) |
Biological Systems and Networks |