September 15, 2017 |
Keynote: Recent advances in outcome weighted learning for precision medicine Michael Kosorok (University of North Carolina, Chapel Hill) |
Innovative Statistics and Machine Learning for Precision Medicine |

September 15, 2017 |
Discovering Effect Modification in Observational Studies Dylan Small (University of Pennsylvania) |
Innovative Statistics and Machine Learning for Precision Medicine |

September 15, 2017 |
Causal Interaction in Factorial Experiments: Application to Conjoint Analysis Kosuke Imai (Princeton University) |
Innovative Statistics and Machine Learning for Precision Medicine |

September 15, 2017 |
Propensity score calipers and the overlap condition Ben Hansen (University of Michigan) |
Innovative Statistics and Machine Learning for Precision Medicine |

September 15, 2017 |
Efficient Policy Learning Stefan Wager (Stanford University) |
Innovative Statistics and Machine Learning for Precision Medicine |

September 15, 2017 |
Doubly-robust estimation of shared-parameter adaptive treatment strategies Erica Moodie (McGill University) |
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 |

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 |
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 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 16, 2017 |
Lecture Peter Tonellato (Harvard Medical School) |
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 |
Emerging Biomarkers in Individualized Medicine George Vasmatzis (Mayo Clinic) |
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 15, 2017 |
Treatment Allocations Based on Multi-Armed Bandit Strategies Yuhong Yang (University of Minnesota, Twin Cities) |
Innovative Statistics and Machine Learning for Precision Medicine |

September 14, 2017 |
Welcome and introduction Daniel Spirn |
Innovative Statistics and Machine Learning for Precision Medicine |

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 14, 2017 |
Keynote: Personalizing Autism Care Through Machine Learning on Mobile Systems Dennis Wall (Stanford University) |
Innovative Statistics and Machine Learning for Precision Medicine |

September 14, 2017 |
Epigenomic programs in immune cells and response to immunotherapy Christina Leslie (Memorial Sloan-Kettering Cancer Center) |
Innovative Statistics and Machine Learning for Precision Medicine |

September 14, 2017 |
Assessment of intra-tumor genetic heterogeneity in lung cancer Subhajyoti De (Rutgers Cancer Institute of New Jersey) |
Innovative Statistics and Machine Learning for Precision Medicine |

September 14, 2017 |
Epigenetic Drift in Barrett's Esophagus: a biomarker of esophageal cancer risk Georg Luebeck (Fred Hutchinson Cancer Research Center) |
Innovative Statistics and Machine Learning for Precision Medicine |

September 14, 2017 |
Tutorial: List-based treatment regimes Eric Laber (North Carolina State University) |
Innovative Statistics and Machine Learning for Precision Medicine |

September 14, 2017 |
Estimating Individual-Level and Population-Level Causal Effects of Organ Transplantation Treatment Regimes David Vock (University of Minnesota, Twin Cities) |
Innovative Statistics and Machine Learning for Precision Medicine |

September 14, 2017 |
New biomarker-adaptive designs of clinical trial for precision medicine Feifang Hu (George Washington University) |
Innovative Statistics and Machine Learning for Precision Medicine |

September 14, 2017 |
Change-Plane Analysis for Subgroup Detection and Sample Size Calculation Rui Song (North Carolina State University) |
Innovative Statistics and Machine Learning for Precision Medicine |

July 26, 2017 |
Mitigating Information Asymmetry in Liver Allocation Andrew Schaefer (Rice University) |
Industrial Mathematics Workshop and Clinic: Collaboratively Tackling Emerging Problems in Industry |

July 26, 2017 |
Operations Research in Health Care: The Science/Practice Continuum Kalyan Pasupathy (Mayo Clinic) |
Industrial Mathematics Workshop and Clinic: Collaboratively Tackling Emerging Problems in Industry |

July 24, 2017 |
Welcome and introduction Saif Benjaafar (University of Minnesota, Twin Cities), Daniel Spirn (University of Minnesota, Twin Cities) |
Industrial Mathematics Workshop and Clinic: Collaboratively Tackling Emerging Problems in Industry |

July 24, 2017 |
Online Bipartite Matching with Applications to Revenue Management David Simchi-Levi (Massachusetts Institute of Technology) |
Industrial Mathematics Workshop and Clinic: Collaboratively Tackling Emerging Problems in Industry |

July 24, 2017 |
Panel Discussion 1: Grand Challenges in Retail Analytics and Inventory Management |
Industrial Mathematics Workshop and Clinic: Collaboratively Tackling Emerging Problems in Industry |

July 24, 2017 |
From stochastic search to bandit problems to dynamic programs: Fresh perspectives of some old problems Warren Powell (Princeton University) |
Industrial Mathematics Workshop and Clinic: Collaboratively Tackling Emerging Problems in Industry |

July 25, 2017 |
Panel Discussion 2: Grand Challenges in Smart Transportation and Logistics |
Industrial Mathematics Workshop and Clinic: Collaboratively Tackling Emerging Problems in Industry |

July 25, 2017 |
Rating Systems in Online Marketplaces Ramesh Johari (Stanford University) |
Industrial Mathematics Workshop and Clinic: Collaboratively Tackling Emerging Problems in Industry |

July 25, 2017 |
Panel Discussion 3: Grand Challenges in the Sharing Economy |
Industrial Mathematics Workshop and Clinic: Collaboratively Tackling Emerging Problems in Industry |

July 26, 2017 |
Healthcare Operations and Medical Decision Making: Where we are and where we might go Mark Daskin (University of Michigan) |
Industrial Mathematics Workshop and Clinic: Collaboratively Tackling Emerging Problems in Industry |

July 26, 2017 |
Panel Discussion 4: Grand Challenges in Healthcare Operations and Medical Decision Making |
Industrial Mathematics Workshop and Clinic: Collaboratively Tackling Emerging Problems in Industry |

July 26, 2017 |
Closing remarks Saif Benjaafar (University of Minnesota, Twin Cities), Ankur Mani (University of Minnesota, Twin Cities), Zizhuo Wang (University of Minnesota, Twin Cities) |
Industrial Mathematics Workshop and Clinic: Collaboratively Tackling Emerging Problems in Industry |

July 24, 2017 |
Inventory Management and Order Fulfillment for Online Retailing Stephen Graves (Massachusetts Institute of Technology) |
Industrial Mathematics Workshop and Clinic: Collaboratively Tackling Emerging Problems in Industry |

July 24, 2017 |
Returns Mitigation through Customer Experience Improvement Lisa Cotter (Best Buy) |
Industrial Mathematics Workshop and Clinic: Collaboratively Tackling Emerging Problems in Industry |

July 24, 2017 |
From Air Traffic Management to Finding a Parking Space: Dynamically Assigning Destination Resources while Enroute Michael Ball (University of Maryland) |
Industrial Mathematics Workshop and Clinic: Collaboratively Tackling Emerging Problems in Industry |

July 24, 2017 |
Trucking: A near perfect marketplace facing a portfolio of disruptive influencers Steve Raetz (CH Robinson) |
Industrial Mathematics Workshop and Clinic: Collaboratively Tackling Emerging Problems in Industry |

July 25, 2017 |
Understanding Commuter Behavior in Smart Transportation Systems Karan Girotra (INSEAD) |
Industrial Mathematics Workshop and Clinic: Collaboratively Tackling Emerging Problems in Industry |

July 25, 2017 |
Models and Algorithms for the Design and Operation of Bike-sharing Systems David Shmoys (Cornell University) |
Industrial Mathematics Workshop and Clinic: Collaboratively Tackling Emerging Problems in Industry |

August 16, 2017 |
Multi-reference alignment and clustering Amit Singer (Princeton University) |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

August 16, 2017 |
Open problems and discussion session |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

August 16, 2017 |
Fourier ptychographic imaging Guoan Zheng (University of Connecticut) |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

August 16, 2017 |
Open problems and discussion session |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

August 15, 2017 |
Nanoscale Dynamics in Complex Materials Studied with Coherent X-ray Imaging Andrej Singer (Cornell University) |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

August 17, 2017 |
On Signal Reconstruction from FROG Measurements Tamir Bendory (Princeton University) |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

August 17, 2017 |
Fast Phase Retrieval from Deterministic Measurements in Two Dimensions Brian Preskitt (University of California, San Diego) |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

August 17, 2017 |
Open problems and discussion session |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

August 17, 2017 |
Electron Ptychography Andrew Maiden (University of Sheffield) |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

August 17, 2017 |
Open problems and discussion session |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

August 18, 2017 |
Multi-Plane Tomographic Phase Retrieval for 4D Cell Microscopy Emrah Bostan (University of California, Berkeley) |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

August 18, 2017 |
Phaseless sampling and reconstruction in shift-invariant spaces Cheng Cheng (University of Central Florida) |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

August 18, 2017 |
Recovery of Compactly Supported Functions from Spectrogram Measurements via Lifting Sami Merhi (Michigan State University) |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

August 18, 2017 |
Discussion session and workshop recap |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

August 15, 2017 |
Fourier phase retrieval with random phase illumination Wenjing Liao (Georgia Institute of Technology) |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

August 14, 2017 |
Data Recovery on Manifolds: A Theoretical Framework Yang Wang (Hong Kong University of Science and Technology) |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

August 14, 2017 |
X-Ray Ptychography Andreas Menzel (Paul Scherrer Institute) |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

August 14, 2017 |
Open problems and discussion session |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

August 14, 2017 |
High Throughput Phase Retrieval Stefano Marchesini (Lawrence Berkeley National Laboratory) |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

August 14, 2017 |
Open problems and discussion session |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

August 15, 2017 |
Phase retrieval with alternating projections for random sensing vectors Irene Waldspurger (Université Paris-Dauphine) |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

August 17, 2017 |
Leveraging prior knowledge in phase retrieval via Wirtinger Flows: from theory to practice Mahdi Soltanolkotabi (University of Southern California) |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

August 15, 2017 |
Open problems and discussion session |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

August 15, 2017 |
Phaseless Imaging Algorithms and Applications James Fienup (University of Rochester) |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

August 15, 2017 |
Open problems and discussion session |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

August 16, 2017 |
Phase Retrieval using the Iterative Regularized Least-Squares Algorithm Radu Balan (University of Maryland) |
Phaseless Imaging in Theory and Practice: Realistic Models, Fast Algorithms, and Recovery Guarantees |

May 15, 2017 |
How Quantum Physics Democratized Music: A Meditation on Physics and Technology Michael Berry (University of Bristol) |
Public Lecture Series |

February 13, 2017 |
Inverse Problems and Harry Potter's Cloak Gunther Uhlmann (University of Washington) |
Public Lecture Series |

March 09, 2017 |
Magic with Group Testing Anna Gilbert (University of Michigan) |
Public Lecture Series |

May 15, 2017 |
A Truck Parking Availability Notification System Based on Computer Vision Nikolaos Papanikolopoulos (University of Minnesota, Twin Cities) |
Smart Urban Transportation Forum |

May 15, 2017 |
Highway Traffic Smoothing Via Trajectory Control of Connected and Automated Vehicles Xiaopeng Li (University of South Florida) |
Smart Urban Transportation Forum |

May 15, 2017 |
Fundamental Characteristics of Urban Transportation Services Anton Kleywegt (Georgia Institute of Technology) |
Smart Urban Transportation Forum |

May 15, 2017 |
The Effect of Data and Analytics on Smart Mobility and Transportation System Jiaqi Ma (Ford Motor Company) |
Smart Urban Transportation Forum |

May 15, 2017 |
Spatial Big Data: A keystone for Smart Urban Transportation Shashi Shekhar (University of Minnesota, Twin Cities) |
Smart Urban Transportation Forum |

May 15, 2017 |
Minimizing Collective Fuel Use by the Centralized Coordination of Vehicle Platoons Jeffrey Larson (Argonne National Laboratory) |
Smart Urban Transportation Forum |

May 15, 2017 |
Panel discussion |
Smart Urban Transportation Forum |

May 15, 2017 |
Models and Algorithms for the Operation and Design of Bike-Sharing Systems David Shmoys (Cornell University) |
Smart Urban Transportation Forum |

May 15, 2017 |
Fast Forwarding to a World of On-Demand Air Transportation Jon Petersen (Uber) |
Smart Urban Transportation Forum |

February 03, 2017 |
Discriminating Sample Groups with Multi-way Biochemical Neuroimaging Data Lynn Eberly (University of Minnesota, Twin Cities) |
Women in Data Science (WiDS) Conference |

February 03, 2017 |
Fundamental Questions of Data Science Deepti Pachauri (3M) |
Women in Data Science (WiDS) Conference |

February 03, 2017 |
When Attention Meets Big Data and Deep Learning Catherine Zhao (University of Minnesota, Twin Cities) |
Women in Data Science (WiDS) Conference |

March 21, 2017 |
Nearly cloaking for the elasticity system with residual stress Yi-Hsuan Lin (Hong Kong University of Science and Technology) |
Postdoc Seminar Series |

April 04, 2017 |
Numerical Analysis of Nonlocal Fracture Models Prashant Jha (Louisiana State University) |
Postdoc Seminar Series |

May 02, 2017 |
Soliton Dynamics in Broadband Nonlinear Waveguides and Soliton-like Behavior in Two-pulse Collisions in Linear Waveguides Quan Nguyen (Vietnam National University) |
Postdoc Seminar Series |

October 04, 2016 |
Discrete Solitons and Discrete Vortices in (PT-symmetric) Nonlinear Schrodinger Lattices Haitao Xu (University of Minnesota, Twin Cities) |
Postdoc Seminar Series |

December 06, 2016 |
Asymptotic Methods for the Transmission Eigenvalue Problem with Applications Isaac Harris (Texas A & M University) |
Postdoc Seminar Series |

October 11, 2016 |
The Spectral Analysis of the Interior Transmission Eigenvalue Problem for Maxwell’s Equations in Inverse Scattering Shixu Meng (University of Minnesota, Twin Cities) |
Postdoc Seminar Series |

October 18, 2016 |
Quantitative Bounds to Broadband Passive Cloaking in the Quasistatic Regime Maxence Cassier (The University of Utah) |
Postdoc Seminar Series |

November 08, 2016 |
Sequential Experimental Design for Nonlinear Travel Time Tomography Mark Hubenthal (University of Minnesota, Twin Cities) |
Postdoc Seminar Series |

November 15, 2016 |
Second Harmonic Imaging in Random Media Wei Li (University of Minnesota, Twin Cities) |
Postdoc Seminar Series |

November 22, 2016 |
A Plane Wave Discontinuous Galerkin Method for Acoustic Scattering Shelvean Kapita (University of Minnesota, Twin Cities) |
Postdoc Seminar Series |

November 29, 2016 |
Interface Problems using the Unified Transform Method Natalie Sheils (University of Minnesota, Twin Cities) |
Postdoc Seminar Series |

February 21, 2017 |
An Eigensystem Approach to the Low-wavenumber Expansion of Willis' Effective Constitutive Relations in Periodic Media Shixu Meng (University of Minnesota, Twin Cities) |
Postdoc Seminar Series |

February 28, 2017 |
Analysis of Maxwell's Equations in Passive Layered Media Robert Viator (University of Minnesota, Twin Cities) |
Postdoc Seminar Series |

March 07, 2017 |
Lattice Traveling Waves in Hamiltonian Systems and Energy Criteria for their Stability Haitao Xu (University of Minnesota, Twin Cities) |
Postdoc Seminar Series |

September 27, 2016 |
Prescribing a Finite Contrast Ratio for Opening Band-Gaps in 2-dimensional Periodic Media Robert Viator (University of Minnesota, Twin Cities) |
Postdoc Seminar Series |

October 06, 2016 |
Analytic and Polynomial Materials Graeme Milton (The University of Utah) |
Annual Program Seminar Series |