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IMA Video Library

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Special Workshop
Statistical and Computational Challenges in Precision Medicine
Date Title / Speaker
November 08, 2018 Keynote
Eric Laber (North Carolina State University)
 Special Workshop
November 07, 2018 Matched Learning for Optimizing Individualized Treatment Strategies Using Electronic Health Records
Yuanjia Wang (Columbia University)
 Special Workshop
November 07, 2018 Analysis of implantable cardiac device diagnostics to tailor management of heart failure
Tracy Bergemann (Medtronic)
 Special Workshop
November 07, 2018 Estimating Causal (Personalized) Effects within Regulatory Tobacco Randomized Controlled Trials
David Vock (University of Minnesota, Twin Cities)
 Special Workshop
November 07, 2018 Thinking Causally About High-Dimensional Databases
Debashis Ghosh (University of Colorado Denver)
 Special Workshop
November 07, 2018 Optimal treatment and timing of routine surveillance in children after allogeneic hematopoietic cell transplantaion
Zhezhen Jin (Columbia University)
 Special Workshop
November 07, 2018 A Bayesian Imputation Approach to Optimizing Dynamic Treatment Regimes
Thomas Murray (University of Minnesota, Twin Cities)
 Special Workshop
November 07, 2018 How good is your selected subgroup?
Xuming He (University of Michigan)
 Special Workshop
Recent Advances in Machine Learning and Computational Methods for Geoscience
Date Title / Speaker
October 26, 2018 Primal-dual algorithms and their applications
Ming Yan (Michigan State University)
 Special Workshop
October 26, 2018 Addressing spatial uncertainty during remote sensing data analysis
Alina Zare (University of Florida)
 Special Workshop
October 25, 2018 On the Use of Gaussian Process Models for Problems in CubeSat Data Interpolation
Eric Miller (Tufts University)
 Special Workshop
October 25, 2018 Advances in Supervised and Semi-Supervised Machine Learning for Image Analysis of Multi-Modal Geospatial Imagery Data
Saurabh Prasad (University of Houston)
 Special Workshop
October 25, 2018 Novel Machine Learning Methods for Extraction of Features Characterizing Complex Datasets and Models
Velimir Vesselinov (Los Alamos National Laboratory)
 Special Workshop
October 25, 2018 Regularization and Compression via Tensor Dictionaries
Misha Kilmer (Tufts University)
 Special Workshop
October 24, 2018 Machine Learning for Background Estimation in Multispectral Imagery
James Theiler (Los Alamos National Laboratory)
 Special Workshop
October 24, 2018 Harmonization and Fusion of Global Scale Data
Nathan Longbotham (Descartes Labs, Inc.)
 Special Workshop
October 24, 2018 Space-borne SAR interferometry: Three Decades of Innovation and Problem Solving
Manoochehr Shirzaei (Arizona State University)
 Special Workshop
October 23, 2018 Machine Learning in Imaging and Inverse Problems: Where is it Going?
Charles Bouman (Purdue University)
 Special Workshop
October 23, 2018 On the effectiveness of joint inversion
Jodi Mead (Boise State University)
 Special Workshop
October 23, 2018 Impact of geological stress on flow and transport in fractured media
Peter Kang (University of Minnesota, Twin Cities)
 Special Workshop
October 23, 2018 Information-theoretic approaches for multiscale simulations and data assimilation
Francesca Boso (Stanford University)
 Special Workshop
October 23, 2018 Dictionary learning and graph signal processing on a 5200 element seismic array
Peter Gerstoft (University of California, San Diego)
 Special Workshop
October 22, 2018 Inverse methods for estimating fracture transmissibilities in porous media
Clint Dawson (The University of Texas at Austin)
 Special Workshop
October 22, 2018 Geometric separation and applications to hyperspectral image analysis
Demetrio Labate (University of Houston)
 Special Workshop
October 22, 2018 Hierarchical deep generative networks for Bayesian inverse problems
Pengchuan Zhang (Microsoft Research)
 Special Workshop
October 22, 2018 Fast and Accurate Maximum-Likelihood Estimation of Parameterized Spectral Densities that Jointly Characterize Bivariate Two-Dimensional Random Fields
Frederik Simons (Princeton University)
 Special Workshop
October 22, 2018 Multiscale methods for neural image processing
Tom Goldstein (University of Maryland)
 Special Workshop
October 22, 2018 Overview of today’s joint inversion methodology and its future into the machine-learning era for geophysical imaging
Monica Maceira (Oak Ridge National Laboratory)
 Special Workshop
COIN fORgery: Developing Open Source Tools for Operations Research
Date Title / Speaker
October 18, 2018 COIN-OR interfaces: OSI, CGL
Matthew Saltzman (Clemson University)
 Special Workshop
October 17, 2018 Alternative packages for Python bindings
William Hart (Sandia National Laboratories)
 Special Workshop

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