February 22, 2018 |
Interpretable Deep Learning Models for Forecasting Yan Liu (University of Southern California) |
Frontiers in Forecasting |

February 22, 2018 |
Forecasting large collections of times series George Athanasopoulos (Monash University) |
Frontiers in Forecasting |

February 22, 2018 |
Extended ensemble Kalman filters for high-dimensional hierarchical state-space models Matthias Katzfuss (Texas A & M University) |
Frontiers in Forecasting |

February 21, 2018 |
Impossible Objects: The Mathematics of 3D Illusions Kokichi Sugihara (Meiji University) |
Public Lecture Series |

February 21, 2018 |
Sparse Vector Autoregressive Models Christophe Croux (EDHEC Business School) |
Frontiers in Forecasting |

February 21, 2018 |
Dynamic landmark prediction for genetic mixture models Tanya Garcia (Texas A & M University) |
Frontiers in Forecasting |

February 21, 2018 |
Variable Targeting and Reduction in High-Dimensional Vector Autoregressions Tucker McElroy (U.S. Bureau of the Census) |
Frontiers in Forecasting |

February 21, 2018 |
Learning Connectivity Networks from High-Dimensional Point Processes Ali Shojaie (University of Washington) |
Frontiers in Forecasting |

February 21, 2018 |
Global multivariate point pattern models for rain type occurrence and its extension to spatio-temporal domain Mikyoung Jun (Texas A & M University) |
Frontiers in Forecasting |

February 21, 2018 |
Semi-parametric Dynamic Max-copula Model for Multivariate Time Series Zhengjun Zhang (University of Wisconsin, Madison) |
Frontiers in Forecasting |

February 21, 2018 |
Predictive effect of economic and market variations on structural breaks in credit market Haipeng Xing (State University of New York, Stony Brook (SUNY)) |
Frontiers in Forecasting |

February 21, 2018 |
A longitudinal Bayesian model for spectral analysis of neuroimaging time series data Mark Fiecas (University of Minnesota, Twin Cities) |
Frontiers in Forecasting |

February 20, 2018 |
Mixed 0-1 linear programs with uncertain objectives: A data-driven approach Guanglin Xu (University of Minnesota, Twin Cities) |
Data Science Seminar |

February 16, 2018 |
Integrating electrophysiology, cerebral metabolism and blood flow: Towards a predictive computational framework Erkki Somersalo (Case Western Reserve University) |
Mathematical Modeling of Cortical Spreading Depression (SD) and Related Phenomena |

February 16, 2018 |
Quantification of Uncertainty of Cerebral Metabolic States Daniela Calvetti (Case Western Reserve University) |
Mathematical Modeling of Cortical Spreading Depression (SD) and Related Phenomena |

February 15, 2018 |
An electrodiffusive framework for large scale ion concentration dynamics in neural tissue Geir Halnes (Norwegian University of Life Sciences (NMBU)) |
Mathematical Modeling of Cortical Spreading Depression (SD) and Related Phenomena |

February 15, 2018 |
An Inhibitory Leading Edge Precedes Spreading Depolarization Theoden Netoff (University of Minnesota, Twin Cities) |
Mathematical Modeling of Cortical Spreading Depression (SD) and Related Phenomena |

February 15, 2018 |
A multiscale model of cerebral blood flow regulation: K+ mediated neurovascular coupling in capillaries and arteries. Nikolaos Tsoukias (Florida International University) |
Mathematical Modeling of Cortical Spreading Depression (SD) and Related Phenomena |

February 15, 2018 |
Ionic homeostasis and epileptogenesis Maksim Bazhenov (University of California, San Diego) |
Mathematical Modeling of Cortical Spreading Depression (SD) and Related Phenomena |

February 14, 2018 |
Patient-specific computational modeling of cortical spreading depression via diffusion tensor imaging Luca Gerardo Giorda (Basque Center for Applied Mathematics) |
Mathematical Modeling of Cortical Spreading Depression (SD) and Related Phenomena |

February 14, 2018 |
The role of oxygen on the dynamics of seizure and spreading depression Yina Wei (University of California, San Diego) |
Mathematical Modeling of Cortical Spreading Depression (SD) and Related Phenomena |

February 14, 2018 |
Multiscale modeling of stroke and vascular dementia William Lytton (SUNY Downstate Medical Center) |
Mathematical Modeling of Cortical Spreading Depression (SD) and Related Phenomena |

February 14, 2018 |
The impact of complex network structure on seizure activity induced by depolarization block Duane Nykamp (University of Minnesota, Twin Cities) |
Mathematical Modeling of Cortical Spreading Depression (SD) and Related Phenomena |

February 13, 2018 |
Role of Gap Junctions in a Neuron Astrocyte Network Model David Terman (The Ohio State University) |
Mathematical Modeling of Cortical Spreading Depression (SD) and Related Phenomena |

February 13, 2018 |
A mechanistic view of cortical spreading depression using data from microelectrode arrays: From transmembrane currents to spiking Jorge Riera (Florida International University) |
Mathematical Modeling of Cortical Spreading Depression (SD) and Related Phenomena |

February 13, 2018 |
A Multiphasic Continuum Model of Cortical Spreading Depression Rosemary O'Connell (University of Minnesota, Twin Cities) |
Mathematical Modeling of Cortical Spreading Depression (SD) and Related Phenomena |

February 12, 2018 |
The Pump Leak Mechanism, Impermeant Molecules and Cell Volume Regulation Alan Kay (The University of Iowa) |
Mathematical Modeling of Cortical Spreading Depression (SD) and Related Phenomena |

February 12, 2018 |
Towards State Dependent Control of Brain Circuitry Steven Schiff (The Pennsylvania State University) |
Mathematical Modeling of Cortical Spreading Depression (SD) and Related Phenomena |

February 12, 2018 |
Coarse-Graining to Investigate Dynamic Cerebrocortical Disorders Kentaroh Takagaki (Leibniz Institute for Neurobiology ) |
Mathematical Modeling of Cortical Spreading Depression (SD) and Related Phenomena |

February 12, 2018 |
A Putative Channel Driving Spreading Depolarization R. David Andrew (Queen's University) |
Mathematical Modeling of Cortical Spreading Depression (SD) and Related Phenomena |

February 06, 2018 |
Bandwidth selection for kernel density estimators of multivariate level sets and highest density regions Charles Doss (University of Minnesota, Twin Cities) |
Data Science Seminar |

January 30, 2018 |
Implicit Regularization in Nonconvex Statistical Estimation Yuxin Chen (Princeton University) |
Data Science Seminar |

January 26, 2018 |
A Tour of Precision Agriculture with Drones, Remote Sensing, and Mathematics Bryan Poling (Sentek Systems LLC) |
Industrial Problems Seminar |

January 20, 2018 |
General Diffusion in Biological Environments Chun Liu (The Pennsylvania State University) |
Liquid Crystals, Soft-matter Packing, and Active Systems: Materials and Biological Applications |

January 20, 2018 |
Stability of toroidal nematics Epifanio Virga (Università di Pavia) |
Liquid Crystals, Soft-matter Packing, and Active Systems: Materials and Biological Applications |

January 19, 2018 |
Active matter: Swimming bacteria and active gels Leonid Berlyand (The Pennsylvania State University) |
Liquid Crystals, Soft-matter Packing, and Active Systems: Materials and Biological Applications |

January 19, 2018 |
Collective patterns of active matter systems on surfaces Qi Wang (University of South Carolina) |
Liquid Crystals, Soft-matter Packing, and Active Systems: Materials and Biological Applications |

January 19, 2018 |
Why Data Science Fails Scott Ernst (When I Work) |
Industrial Problems Seminar |

January 19, 2018 |
Birds, magnets, soap, and sandblasting: Surprising connections in the theory of incompressible flocks John Toner (University of Oregon) |
Liquid Crystals, Soft-matter Packing, and Active Systems: Materials and Biological Applications |

January 19, 2018 |
Analysis of Static solutions and hydrodynamics of biaxial nematic liquid crystals Changyou Wang (Purdue University) |
Liquid Crystals, Soft-matter Packing, and Active Systems: Materials and Biological Applications |

January 19, 2018 |
Numerical Approximation of Nematic Fluids Noel Walkington (Carnegie Mellon University) |
Liquid Crystals, Soft-matter Packing, and Active Systems: Materials and Biological Applications |

January 18, 2018 |
A Ginzburg-Landau type problem for highly anisotropic nematic liquid crystals Peter Sternberg (Indiana University) |
Liquid Crystals, Soft-matter Packing, and Active Systems: Materials and Biological Applications |

January 18, 2018 |
Focal conic domains in smectic thin films: Frustration-induced defects and their frustrated packings Daniel Beller (Brown University) |
Liquid Crystals, Soft-matter Packing, and Active Systems: Materials and Biological Applications |

January 18, 2018 |
Pattern Development in Pollen Grains Maxim Lavrentovich (University of Tennessee) |
Liquid Crystals, Soft-matter Packing, and Active Systems: Materials and Biological Applications |

January 18, 2018 |
Topological defects in a living nematic Igor Aronson (The Pennsylvania State University) |
Liquid Crystals, Soft-matter Packing, and Active Systems: Materials and Biological Applications |

January 18, 2018 |
Modeling dense nematics with steric interactions Peter Palffy-Muhoray (Kent State University) |
Liquid Crystals, Soft-matter Packing, and Active Systems: Materials and Biological Applications |

January 17, 2018 |
Switching mechanism in bent-core liquid crystals Sookyung Joo (Old Dominion University) |
Liquid Crystals, Soft-matter Packing, and Active Systems: Materials and Biological Applications |

January 17, 2018 |
Dynamics of 2D and 3D Topological Solitons Ivan Smalyukh (University of Colorado) |
Liquid Crystals, Soft-matter Packing, and Active Systems: Materials and Biological Applications |

January 17, 2018 |
Mathematical approaches to the problem of DNA organization inside bacterial viruses F. Javier Arsuaga (University of California, Davis) |
Liquid Crystals, Soft-matter Packing, and Active Systems: Materials and Biological Applications |

January 17, 2018 |
Molecular organizations in liquid crystals: packing with attraction Claudio Zannoni (Universita Di Bologna) |
Liquid Crystals, Soft-matter Packing, and Active Systems: Materials and Biological Applications |

January 16, 2018 |
Defects in Smectics and their Combination Rules Thomas Machon (University of Pennsylvania) |
Liquid Crystals, Soft-matter Packing, and Active Systems: Materials and Biological Applications |

January 16, 2018 |
Finite Elements for the Ericksen Model of Liquid Crystals with Phase-Field Modeling of Droplets Shawn Walker (Louisiana State University) |
Liquid Crystals, Soft-matter Packing, and Active Systems: Materials and Biological Applications |

January 16, 2018 |
Distributed and Learning Based Methods for Optimizing Non-convex Problems Mingyi Hong (University of Minnesota, Twin Cities) |
Data Science Seminar |

January 16, 2018 |
Computational Engineering of Cholesteric Collagen Films: Rheological Properties, Hydrodynamics and Film Formation Alejandro Rey (McGill University) |
Liquid Crystals, Soft-matter Packing, and Active Systems: Materials and Biological Applications |

January 16, 2018 |
Pressure-induced assembly and anomalous diffusion in electrophoretically-driven nematic colloids Jordi Ignés (University of Barcelona) |
Liquid Crystals, Soft-matter Packing, and Active Systems: Materials and Biological Applications |

January 16, 2018 |
Activity at director gradients in living liquid crystals and in liquid crystal elastomers Oleg Lavrentovich (Kent State University) |
Liquid Crystals, Soft-matter Packing, and Active Systems: Materials and Biological Applications |

December 12, 2017 |
New Progress on Stochastic Variance-Reduced Methods in Machine Learning: Adaptive Restart and Distributed Optimization Qihang Lin (The University of Iowa) |
Data Science Seminar |

December 08, 2017 |
Optimal Prediction in the Linearly Transformed Spiked Model William Leeb (Princeton University) |
Data Science Seminar |

December 05, 2017 |
Snow Business: Scientific Computing in the Movies and Beyond Joseph Teran (University of California, Los Angeles) |
Public Lecture Series |

December 01, 2017 |
Solving Nonlinear and Time-Dependent Equations for the Department of Energy Carol Woodward (Lawrence Livermore National Laboratory) |
Industrial Problems Seminar |

December 01, 2017 |
Lecture Stuart Rogers (University of Minnesota, Twin Cities) |
Postdoc Seminar Series |

November 28, 2017 |
Online Change-point Detection in High Dimensional Gaussian Graphical Models Hossein Keshavarz (University of Minnesota, Twin Cities) |
Data Science Seminar |

November 21, 2017 |
Application of Fluid Dynamics to the Cardiovascular Surgery: Mathematical Science for the Profound Insight into Cardiovascular Disease and for the Surgical Planning Keiichi Itatani (Kyoto Prefectural University of Medicine) |
Data Science Seminar |

November 17, 2017 |
Mathematics Careers at the National Security Agency Gail Letzter (National Security Agency) |
Industrial Problems Seminar |

November 17, 2017 |
Optimal Control of Nonholonomic Mechanical Systems Stuart Rogers (University of Minnesota, Twin Cities) |
Postdoc Seminar Series |

November 10, 2017 |
Two Problems In Third-Party Logistics: Finding Customers, and Moving Their Freight Efficiently Brian Kreeger (CH Robinson), Elena Yudovina (CH Robinson) |
Industrial Problems Seminar |

November 10, 2017 |
Improved support recovery guarantees for the group Lasso with applications to structural health monitoring Mojtaba Elyaderani (3M) |
Postdoc Seminar Series |

November 03, 2017 |
Graph Analytics for Bank Compliance Christos Boutsidis (Goldman Sachs) |
Industrial Problems Seminar |

November 03, 2017 |
Phaseless reconstruction: A frame theoretical approach, Part 2 Dongmian Zou (University of Minnesota, Twin Cities) |
Postdoc Seminar Series |

October 31, 2017 |
Multireference Alignment without Alignment Nicolas Boumal (Princeton University) |
Data Science Seminar |

October 27, 2017 |
Phaseless reconstruction: A frame theoretical approach, Part 1 Dongmian Zou (University of Minnesota, Twin Cities) |
Postdoc Seminar Series |

October 26, 2017 |
Keynote Patrick Schnable (Iowa State University) |
Agricultural Data Integration: From Genomics to Unmanned Systems |

October 26, 2017 |
Midwest Big Data Hub: Activities and collaborations for the Ag-Food-Energy-Water data ecosystem Melissa Cragin (University of Illinois at Urbana-Champaign) |
Agricultural Data Integration: From Genomics to Unmanned Systems |

October 26, 2017 |
Industry panel Jason Cepela (PepsiCo, Inc.), Brian King (International Center for Tropical Agriculture (CIAT)), Vipin Kumar (University of Minnesota, Twin Cities), David LeBauer (University of Illinois at Urbana-Champaign), Philip Pardey (University of Minnesota, Twin Cities), Nathan Springer (University of Minnesota, Twin Cities) |
Agricultural Data Integration: From Genomics to Unmanned Systems |

October 26, 2017 |
Precision Agriculture Sensing Systems Qiquan Qiao (South Dakota State University) |
Agricultural Data Integration: From Genomics to Unmanned Systems |

October 26, 2017 |
Unmanned Aerial System (UAS) Data Revolution in Precision Agriculture Sreekala Bajwa (North Dakota State University) |
Agricultural Data Integration: From Genomics to Unmanned Systems |

October 26, 2017 |
A deluge of information: Advancing science with big data in the atmospheric sciences Aaron Kennedy (University of North Dakota) |
Agricultural Data Integration: From Genomics to Unmanned Systems |

October 26, 2017 |
Robotic Data Gathering for Agricultural Monitoring Volkan Isler (University of Minnesota, Twin Cities) |
Agricultural Data Integration: From Genomics to Unmanned Systems |

October 26, 2017 |
Towards Spatial Data Science for Smart Agriculture Big Data Shashi Shekhar (University of Minnesota, Twin Cities) |
Agricultural Data Integration: From Genomics to Unmanned Systems |

October 24, 2017 |
Optimal Control of Nonholonomic Mechanical Systems Stuart Rogers (University of Minnesota, Twin Cities) |
Data Science Seminar |

October 13, 2017 |
Utilizing Numerical Optimization to Improve the Utility of Data-Based Forecasting Models Genetha Gray (Intel Corporation) |
Industrial Problems Seminar |

October 13, 2017 |
A Data-Driven Distributionally Robust Bound on the Expected Optimal Value of Uncertain Mixed 0-1 Linear Programming Guanglin Xu (University of Minnesota, Twin Cities) |
Postdoc Seminar Series |

October 10, 2017 |
Community Structure in Stochastic Networks Chao Gao (University of Chicago) |
Data Science Seminar |

October 06, 2017 |
Neural net word embeddings: What was old is new again Jeremy Bellay (Battelle) |
Industrial Problems Seminar |

October 06, 2017 |
A Copositive Perspective on Two-Stage Adjustable Robust Linear Optimization with Uncertain Right-Hand Sides Guanglin Xu (University of Minnesota, Twin Cities) |
Postdoc Seminar Series |

October 03, 2017 |
Deep Compressed Sensing Paul Hand (Rice University) |
Data Science Seminar |

September 29, 2017 |
Job Searching Steps 1 and 2: Strategies for Applying and Interviewing Whitney Moore (University of Minnesota, Twin Cities) |
Industrial Problems Seminar |

September 29, 2017 |
Online change-point detection in high dimensional Gaussian graphical models Hossein Keshavarz (University of Minnesota, Twin Cities) |
Postdoc Seminar Series |

September 26, 2017 |
Lipschitz bounds for general convolutional neural networks Dongmian Zou (University of Minnesota, Twin Cities) |
Data Science Seminar |

September 22, 2017 |
Local Inversion-Free covariance estimation for Gaussian Spatial Processes Hossein Keshavarz (University of Minnesota, Twin Cities) |
Postdoc Seminar Series |

September 19, 2017 |
Quadratic Assignment on Different Data Models Soledad Villar (New York University) |
Data Science Seminar |

September 16, 2017 |
Modeling and Validating Pharmacological Regulation of Circadian Rhythm Jae Kyoung Kim (Korea Advanced Institute of Science and Technology (KAIST)) |
Innovative Statistics and Machine Learning for Precision Medicine |

September 16, 2017 |
Immuno-Oncology Therapies and Precision Medicine: Personal Tumor-Specific Neoantigen Prediction by Machine Learning Yi-Hsiang Hsu (Harvard Medical School) |
Innovative Statistics and Machine Learning for Precision Medicine |

September 16, 2017 |
Emerging Biomarkers in Individualized Medicine George Vasmatzis (Mayo Clinic) |
Innovative Statistics and Machine Learning for Precision Medicine |

September 16, 2017 |
Optimal Decision Support Rules Improve Personalize Warfarin Treatment Outcomes Chih-Lin (Jake) Chi (University of Minnesota, Twin Cities) |
Innovative Statistics and Machine Learning for Precision Medicine |

September 16, 2017 |
Lecture Peter Tonellato (Harvard Medical School) |
Innovative Statistics and Machine Learning for Precision Medicine |

September 16, 2017 |
Applying Neural Networks to Predict Antibiotic-Resistant Bacterial Infection from Shotgun Metagenomic Data David Haslam (Cincinnati Childrens Hospital Medical Center) |
Innovative Statistics and Machine Learning for Precision Medicine |

September 15, 2017 |
Maximin-Projection Learning for Optimal Treatment Decision with Heterogeneous Data Wenbin Lu (North Carolina State University) |
Innovative Statistics and Machine Learning for Precision Medicine |

September 15, 2017 |
Individualized Fusion Learning (iFusion) with Applications to Personalized Inference Minge Xie (Rutgers, The State University Of New Jersey) |
Innovative Statistics and Machine Learning for Precision Medicine |

September 15, 2017 |
A Sequential Conditional Test for Medical Decision Making Min Qian (Columbia University) |
Innovative Statistics and Machine Learning for Precision Medicine |