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Annual Program Workshop
Innovative Statistics and Machine Learning for Precision Medicine
Date Title / Speaker
September 16, 2017 Immuno-Oncology Therapies and Precision Medicine: Personal Tumor-Specific Neoantigen Prediction by Machine Learning
Yi-Hsiang Hsu (Harvard Medical School)
Annual Program Workshop
September 16, 2017 Emerging Biomarkers in Individualized Medicine
George Vasmatzis (Mayo Clinic)
Annual Program Workshop
September 16, 2017 Optimal Decision Support Rules Improve Personalize Warfarin Treatment Outcomes
Chih-Lin (Jake) Chi (University of Minnesota, Twin Cities)
Annual Program Workshop
September 16, 2017 Lecture
Peter Tonellato (Harvard Medical School)
Annual Program Workshop
September 16, 2017 Applying Neural Networks to Predict Antibiotic-Resistant Bacterial Infection from Shotgun Metagenomic Data
David Haslam (Cincinnati Childrens Hospital Medical Center)
Annual Program Workshop
September 15, 2017 Maximin-Projection Learning for Optimal Treatment Decision with Heterogeneous Data
Wenbin Lu (North Carolina State University)
Annual Program Workshop
September 15, 2017 Individualized Fusion Learning (iFusion) with Applications to Personalized Inference
Minge Xie (Rutgers, The State University Of New Jersey)
Annual Program Workshop
September 15, 2017 Treatment Allocations Based on Multi-Armed Bandit Strategies
Yuhong Yang (University of Minnesota, Twin Cities)
Annual Program Workshop
September 15, 2017 Doubly-robust estimation of shared-parameter adaptive treatment strategies
Erica Moodie (McGill University)
Annual Program Workshop
September 15, 2017 Efficient Policy Learning
Stefan Wager (Stanford University)
Annual Program Workshop
September 15, 2017 Propensity score calipers and the overlap condition
Ben Hansen (University of Michigan)
Annual Program Workshop
September 15, 2017 Causal Interaction in Factorial Experiments: Application to Conjoint Analysis
Kosuke Imai (Princeton University)
Annual Program Workshop
September 15, 2017 Discovering Effect Modification in Observational Studies
Dylan Small (University of Pennsylvania)
Annual Program Workshop
September 15, 2017 Keynote: Recent advances in outcome weighted learning for precision medicine
Michael Kosorok (University of North Carolina, Chapel Hill)
Annual Program Workshop
September 14, 2017 Quantile-Optimal Treatment Regimes
Lan Wang (University of Minnesota, Twin Cities)
Annual Program Workshop
September 14, 2017 New biomarker-adaptive designs of clinical trial for precision medicine
Feifang Hu (George Washington University)
Annual Program Workshop
September 14, 2017 Estimating Individual-Level and Population-Level Causal Effects of Organ Transplantation Treatment Regimes
David Vock (University of Minnesota, Twin Cities)
Annual Program Workshop
September 14, 2017 Tutorial: List-based treatment regimes
Eric Laber (North Carolina State University)
Annual Program Workshop
September 14, 2017 Epigenetic Drift in Barrett's Esophagus: a biomarker of esophageal cancer risk
Georg Luebeck (Fred Hutchinson Cancer Research Center)
Annual Program Workshop
September 14, 2017 Epigenomic programs in immune cells and response to immunotherapy
Christina Leslie (Memorial Sloan-Kettering Cancer Center)
Annual Program Workshop
Special Workshop
Sensor Location in Distributed Parameter Systems
Date Title / Speaker
September 08, 2017 Optimal low-rank approximations of Bayesian linear inverse problems
Luis Tenorio (Colorado School of Mines)
Special Workshop
September 08, 2017 Scalable approximations for A- and D-optimal OED in data assimilation problems
Tan Bui-Thanh (The University of Texas at Austin)
Special Workshop
September 08, 2017 MCMC Methods for Nonlinear Hierarchical-Bayesian Inverse Problems
John Bardsley (University of Montana)
Special Workshop
September 07, 2017 Designing Experiments for Improved Estimation of Particle Size Distributions in Ejecta Clouds
Marylesa Howard (National Security Technologies, LLC)
Special Workshop
September 07, 2017 Optimal shape and location of actuators or sensors in PDE models
Yannick Privat (Université de Paris VI (Pierre et Marie Curie))
Special Workshop
September 07, 2017 Stochastic Reduced Order Modeling for Multi-sensor Radiation Transport Systems
Aaron Luttman (National Security Technologies, LLC)
Special Workshop
September 07, 2017 Approximation errors, inverse problems and model reduction
Ville Kolehmainen (University of Eastern Finland)
Special Workshop
September 07, 2017 Optimal sensor and actuator selection in distributed systems
Mihailo Jovanovic (University of Southern California)
Special Workshop
September 07, 2017 Variational Approaches for the Quantification of Observation Impact and Configuration of Sensor Networks
Adrian Sandu (Virginia Polytechnic Institute and State University)
Special Workshop
September 07, 2017 Boundary Sensitivity via the Complex-Step Derivative Approximation for 1D Poro-Elastic and Poro-Visco-Elastic Models
Harvey Banks (North Carolina State University)
Special Workshop

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