June 26, 2019 
Very Tiny Knots in Nature
Kenneth Millett (University of California, Santa Barbara)

Public Lecture Series 
June 07, 2019 
Mentor Activity: Bringing Industrial Applications to the Mathematics Classroom Thomas Hoft (University of St. Thomas) 
Career Paths in the Mathematical Sciences: An IMA / Math Alliance Workshop 
June 07, 2019 
Plenary Lecture David Hummels (Purdue University) 
Career Paths in the Mathematical Sciences: An IMA / Math Alliance Workshop 
June 07, 2019 
Panel Discussion: Emerging Opportunities for Applied Statistics and Quantitative Finance PhDs 
Career Paths in the Mathematical Sciences: An IMA / Math Alliance Workshop 
June 06, 2019 
Introduction and Overview William Vélez (University of Arizona) 
Career Paths in the Mathematical Sciences: An IMA / Math Alliance Workshop 
June 06, 2019 
Student Activity: Improvisation and Communication Joy Dolo (Actor and Writer) 
Career Paths in the Mathematical Sciences: An IMA / Math Alliance Workshop 
June 06, 2019 
Plenary Lecture Rebecca Nugent (Carnegie Mellon University) 
Career Paths in the Mathematical Sciences: An IMA / Math Alliance Workshop 
June 06, 2019 
Welcome 
Career Paths in the Mathematical Sciences: An IMA / Math Alliance Workshop 
June 06, 2019 
Plenary Lecture Juan Meza (National Science Foundation) 
Career Paths in the Mathematical Sciences: An IMA / Math Alliance Workshop 
June 06, 2019 
Panel Discussion: Emerging Opportunities for Applied Mathematics and Data Science PhDs 
Career Paths in the Mathematical Sciences: An IMA / Math Alliance Workshop 
June 06, 2019 
Student Activity: Learning How to Communicate Mathematics Joy Dolo (Actor and Writer) 
Career Paths in the Mathematical Sciences: An IMA / Math Alliance Workshop 
June 06, 2019 
Mentor Activity: Attracting and Mentoring Students in A Multicultural Context Helena Noronha (California State University Northridge) 
Career Paths in the Mathematical Sciences: An IMA / Math Alliance Workshop 
June 07, 2019 
Plenary Lecture Javier Rojo (Oregon State University) 
Career Paths in the Mathematical Sciences: An IMA / Math Alliance Workshop 
June 07, 2019 
Student Activity: Handson Statistics / MachineLearning Tutorial Alicia Johnson (Macalester College) 
Career Paths in the Mathematical Sciences: An IMA / Math Alliance Workshop 
June 03, 2019 
Electron hydrodynamics and Hall viscosity Keywords of presentations: Hydrodynamics, Hall viscosity Thomas Scaffidi (University of California, Berkeley) 
Hydrodynamic Models for Transport in 2D Materials 
June 03, 2019 
Lecture Maja Bachmann (MaxPlanckGesellschaft) 
Hydrodynamic Models for Transport in 2D Materials 
June 03, 2019 
Electron hydrodynamics with a polygon Fermi surface Andrew Lucas (Stanford University) 
Hydrodynamic Models for Transport in 2D Materials 
June 04, 2019 
Electron Hydrodynamics in Graphene: Introduction and Status Denis Bandurin (Massachusetts Institute of Technology) 
Hydrodynamic Models for Transport in 2D Materials 
June 04, 2019 
Hydrodynamic magnetoplasmon resonance and Hall viscosity in resistance of correlated electrondoublelayer liquids Alex Levchenko (University of Wisconsin, Madison) 
Hydrodynamic Models for Transport in 2D Materials 
June 04, 2019 
Lecture Guillaume Bal (University of Chicago) 
Hydrodynamic Models for Transport in 2D Materials 
June 05, 2019 
Thermal and electrical signatures of a hydrodynamic electron fluid in WP2 Fabian Menges (University of Colorado) 
Hydrodynamic Models for Transport in 2D Materials 
June 06, 2019 
Electron hydrodynamics in Dirac Systems Joerg Schmalian (Karlsruhe Institute of Technology) 
Hydrodynamic Models for Transport in 2D Materials 
June 05, 2019 
Probing Hydrodynamic Materials from First Principles Jennifer Coulter (Harvard University) 
Hydrodynamic Models for Transport in 2D Materials 
June 06, 2019 
Lecture Marco Polini (Istituto Italiano di Tecnologia) 
Hydrodynamic Models for Transport in 2D Materials 
June 20, 2019 
Lecture Thomas Steinke (IBM Research Division) 
Recent Themes in Resource Tradeoffs: Privacy, Fairness and Robustness 
June 20, 2019 
Lecture Rachel Cummings (Georgia Institute of Technology) 
Recent Themes in Resource Tradeoffs: Privacy, Fairness and Robustness 
June 20, 2019 
Lecture Kobbi Nissim (Georgetown University) 
Recent Themes in Resource Tradeoffs: Privacy, Fairness and Robustness 
June 21, 2019 
Lecture Ankur Moitra (Massachusetts Institute of Technology) 
Recent Themes in Resource Tradeoffs: Privacy, Fairness and Robustness 
June 18, 2019 
Algorithmic Questions in HighDimensional Robust Statistics Ilias Diakonikolas (University of Southern California) 
Recent Themes in Resource Tradeoffs: Privacy, Fairness and Robustness 
June 21, 2019 
Lecture Suresh Venkatasubramanian (The University of Utah) 
Recent Themes in Resource Tradeoffs: Privacy, Fairness and Robustness 
June 18, 2019 
Lecture Tyler Maunu (Massachusetts Institute of Technology) 
Recent Themes in Resource Tradeoffs: Privacy, Fairness and Robustness 
June 21, 2019 
Fair Regression: Quantitative Definitions and ReductionBased Algorithms Steven Wu (University of Minnesota, Twin Cities) 
Recent Themes in Resource Tradeoffs: Privacy, Fairness and Robustness 
June 18, 2019 
Mean estimation for entangled singlesample distributions PoLing Loh (University of Wisconsin, Madison) 
Recent Themes in Resource Tradeoffs: Privacy, Fairness and Robustness 
June 18, 2019 
Lecture John Duchi (Stanford University) 
Recent Themes in Resource Tradeoffs: Privacy, Fairness and Robustness 
June 18, 2019 
Lecture  Fairness Aaron Roth (University of Pennsylvania) 
Recent Themes in Resource Tradeoffs: Privacy, Fairness and Robustness 
June 19, 2019 
The implicit fairness criterion of unconstrained learning Moritz Hardt (University of California, Berkeley) 
Recent Themes in Resource Tradeoffs: Privacy, Fairness and Robustness 
June 19, 2019 
Lecture Kristian Lum (Human Rights Data Analysis Group (HRDAG)) 
Recent Themes in Resource Tradeoffs: Privacy, Fairness and Robustness 
June 19, 2019 
LectureA ComplexityTheoretic Perspective on Algorithmic Fairness Omer Reingold (Stanford University) 
Recent Themes in Resource Tradeoffs: Privacy, Fairness and Robustness 
June 19, 2019 
Lecture Samira Samadi (Georgia Institute of Technology) 
Recent Themes in Resource Tradeoffs: Privacy, Fairness and Robustness 
June 19, 2019 
The Measure and Mismeasure of Fairness Sharad Goel (Stanford University) 
Recent Themes in Resource Tradeoffs: Privacy, Fairness and Robustness 
June 19, 2019 
Lecture  Robustness Aleksander Madry (Massachusetts Institute of Technology) 
Recent Themes in Resource Tradeoffs: Privacy, Fairness and Robustness 
June 20, 2019 
Lecture Jonathan Ullman (Northeastern University) 
Recent Themes in Resource Tradeoffs: Privacy, Fairness and Robustness 
June 20, 2019 
Lecture Audra McMillan (University of California, Berkeley) 
Recent Themes in Resource Tradeoffs: Privacy, Fairness and Robustness 
May 01, 2019 
Lecture Francois Monard (University of California, Santa Cruz) 
Mathematics in Optical Imaging 
April 29, 2019 
Superresolution and Inverse Problems with Internal Sources John Schotland (University of Michigan) 
Mathematics in Optical Imaging 
April 29, 2019 
Uncertainty Characterization in ModelBased Inverse and Imaging Problems Kui Ren (Columbia University) 
Mathematics in Optical Imaging 
May 02, 2019 
Reduced Order Models for Spectral Domain Inversion: Galerkin Equivalence and Generation of Internal Data Shari Moskow (Drexel University) 
Mathematics in Optical Imaging 
April 29, 2019 
Multifrequency acoustooptic tomography Francis Chung (University of Kentucky) 
Mathematics in Optical Imaging 
May 02, 2019 
Stability for quantitative Photoacoustic tomography revisited Faouzi Triki (Université GrenobleAlpes) 
Mathematics in Optical Imaging 
April 29, 2019 
Inverse Problem for Kinetic Equations Weiran Sun (Simon Fraser University) 
Mathematics in Optical Imaging 
May 02, 2019 
Quantitative analysis of metal artifacts in Xray tomography Yiran Wang (Stanford University) 
Mathematics in Optical Imaging 
April 30, 2019 
Photoacoustic Computed Tomography in Heterogeneous Acoustic Media: Status and Open Challenges Mark Anastasio (University of Illinois at UrbanaChampaign) 
Mathematics in Optical Imaging 
May 02, 2019 
Photoacoustic tomography in attenuating acoustic media Benjamin Palacios (University of Chicago) 
Mathematics in Optical Imaging 
April 30, 2019 
Lecture: A General Theory of Xray Grating Interferometer with Arbitrary Grating Combinations GuangHong Chen (University of Wisconsin Medical School) 
Mathematics in Optical Imaging 
May 03, 2019 
A stability estimate for the inverse electroseismic problem Eric Bonnetier (Université GrenobleAlpes) 
Mathematics in Optical Imaging 
April 30, 2019 
Nonlinear Imaging to Elucidate the Physical and Molecular Mechanisms Regulating Carcinoma Progression Paolo Provenzano (University of Minnesota, Twin Cities) 
Mathematics in Optical Imaging 
May 03, 2019 
Some Mathematics of the Fluorescence Ultrasound Modulated Optical Tomography Yang Yang (Michigan State University) 
Mathematics in Optical Imaging 
April 30, 2019 
Multiphoton imaging resolves border disputes in the brain Prakash Kara (University of Minnesota, Twin Cities) 
Mathematics in Optical Imaging 
April 30, 2019 
Nonlinear Microscopy for Imaging Deep in Scattering Tissue Chris Xu (Cornell University) 
Mathematics in Optical Imaging 
May 01, 2019 
Optical Imaging via Inverse Scattering
Gang Bao (Zhejiang University)

Mathematics in Optical Imaging 
May 01, 2019 
Modulated Luminescence Tomography Plamen Stefanov (Purdue University) 
Mathematics in Optical Imaging 
May 01, 2019 
Development of sparse grid DG methods for high dimensional PDEs Yingda Cheng (Michigan State University) 
Mathematics in Optical Imaging 
May 01, 2019 
Stationary inverse problems for transport
Francois Monard (University of California, Santa Cruz)

Mathematics in Optical Imaging 
May 02, 2019 
Recovering Space Inhomogeneities by Means of Boltzmann Poison Systems Irene Gamba (The University of Texas at Austin) 
Mathematics in Optical Imaging 
April 29, 2019 
Accelerating 4D PhotoAcoustic Tomography Simon Arridge (University College London) 
Mathematics in Optical Imaging 
December 05, 2018 
Managing a newsvendor network under uncertainty: case study of a pharmacy retailer in India Chaithanya Bandi (Northwestern University) 
From Theory to Practice: Datadriven Supply Chain Management 
December 05, 2018 
Interpreting Predictive Models for HumanintheLoop Analytics Hamsa Bastani (Wharton School of the University of Pennsylvania) 
From Theory to Practice: Datadriven Supply Chain Management 
December 05, 2018 
Online Learning and DecisionMaking under Generalized Linear Model with HighDimensional Data Mike Wei (University at Buffalo (SUNY)) 
From Theory to Practice: Datadriven Supply Chain Management 
December 05, 2018 
Revenue Management and Pricing with Strategic (Forwardlooking) Customers Yiwei Chen (University of Cincinnati) 
From Theory to Practice: Datadriven Supply Chain Management 
December 06, 2018 
Simple Bayesian Algorithms for Pureexploration Dan Russo (Columbia University) 
From Theory to Practice: Datadriven Supply Chain Management 
December 06, 2018 
Inventory Repositioning in OnDemand Product Rental Networks Xiaobo Li (National University of Singapore) 
From Theory to Practice: Datadriven Supply Chain Management 
December 06, 2018 
Statistical State Compression and PrimalDual Pi Learning Mengdi Wang (Princeton University) 
From Theory to Practice: Datadriven Supply Chain Management 
December 06, 2018 
Thompson Sampling for learning in online decision making Shipra Agrawal (Columbia University) 
From Theory to Practice: Datadriven Supply Chain Management 
December 04, 2018 
Reducing Exploration in Personalized DecisionMaking Mohsen Bayati (Stanford University) 
From Theory to Practice: Datadriven Supply Chain Management 
December 03, 2018 
Absenteeism Prediction and Extraboard Driver Scheduling for Bus Transit Operations Qie He (University of Minnesota, Twin Cities) 
From Theory to Practice: Datadriven Supply Chain Management 
December 03, 2018 
Retail Supply Chain at Target Scale Kaveh Khodjasteh (Target Corporation) 
From Theory to Practice: Datadriven Supply Chain Management 
December 03, 2018 
The Supply Chain Management Challenges of the Future in Agriculture Jorge Guanter (Cargill, Inc.) 
From Theory to Practice: Datadriven Supply Chain Management 
December 03, 2018 
Inventory Balancing with Online Learning Xinshang Wang (Massachusetts Institute of Technology) 
From Theory to Practice: Datadriven Supply Chain Management 
December 04, 2018 
Datadriven Supply Chain Management at Huawei Tianxiao Chen (Huawei Technologies) 
From Theory to Practice: Datadriven Supply Chain Management 
December 04, 2018 
The Secret Behind Fast Delivery  From Inventory Management Perspective Rong Yuan (JD.COM) 
From Theory to Practice: Datadriven Supply Chain Management 
September 14, 2018 
ExxonMobil information sessions for Ph.D. students Jeremy Bedard (ExxonMobil), Alison Cozard (ExxonMobil) 
Industrial Problems Seminar 
November 16, 2018 
Advanced Dynamics Systems Analysis and Synthesis for Future Storage Challenges Raye Sosseh (Seagate Technology) 
Industrial Problems Seminar 
February 08, 2019 
Using Wearable Sensors to Predict Pain States Kyle Srivastava (Boston Scientific) 
Industrial Problems Seminar 
September 17, 2018 
ExxonMobil information sessions for Ph.D. students Jeremy Bedard (ExxonMobil), Alison Cozard (ExxonMobil) 
Industrial Problems Seminar 
March 08, 2019 
Internship/Job Searching 101: Answering Your Most Asked Beginner Questions Whitney Moore (University of Minnesota, Twin Cities) 
Industrial Problems Seminar 
March 29, 2019 
So, How Do You Get a Job? Chang Lee (Lowe's) 
Industrial Problems Seminar 
April 12, 2019 
Stating the Obvious  Job Search to Analytics Leadership Sandhya Surapanenii (Stratasys) 
Industrial Problems Seminar 
March 01, 2019 
Solar + Storage – Opportunities and Innovations Sohan Das (EVS, Inc.) 
Industrial Problems Seminar 
December 07, 2018 
When Seeing is not Believing: New Forensics Algorithms to Detect Image Manipulations Michael Albright (Honeywell) 
Industrial Problems Seminar 
September 14, 2018 
The Unfulfilled Fourth Industrial Revolution Marcus Braun (DataRobot) 
Industrial Problems Seminar 
January 25, 2019 
Probabilistic Analysis of Operational Transit Data to Create Insights for Planners Eric Lind (Metro Transit) 
Industrial Problems Seminar 
September 28, 2018 
If a tree falls in the woods and nobody hears, does it make a sound? (Or, making sure your code runs anywhere.) Tyler Whitehouse (Gigantum) 
Industrial Problems Seminar 
March 15, 2019 
Infectious Disease Modeling in Public Health Karyn Sutton (The Institute for Disease Modeling) 
Industrial Problems Seminar 
February 22, 2019 
Industrial Problems in Digital Retail Samantha Schumacher (Target Corporation) 
Industrial Problems Seminar 
May 03, 2019 
Startup vs. BigCo: Industry Experiences Compared Ben Peirce (Samsung Research America) 
Industrial Problems Seminar 
October 12, 2018 
Artificial Intelligence in a Material World Jennifer Schumacher (3M) 
Industrial Problems Seminar 
November 02, 2018 
Using Electronic Health Record Data for Clinical Analyses: Early Learnings Joao Montero (Medtronic) 
Industrial Problems Seminar 
September 13, 2018 
ExxonMobil information sessions for Ph.D. students Jeremy Bedard (ExxonMobil), Alison Cozard (ExxonMobil) 
Industrial Problems Seminar 
November 07, 2018 
Selection of the Optimal Personalized Treatment from Multiple Treatments with Multivariate Outcome Measures Somnath Datta (University of Florida) 
Statistical and Computational Challenges in Precision Medicine 
November 08, 2018 
Quantileoptimal Treatment Regimes with Censored Data Lan Wang (University of Minnesota, Twin Cities) 
Statistical and Computational Challenges in Precision Medicine 