Data Science Platforms: Algorithms and Visualization
FOCUS · L61 · ID: 381706
Presentations
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Towards Secure and Interpretable AI: Scalable Methods, Interactive Visualizations, and Practical Tools
Invited
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Presenters
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Polo Chau
Georgia Institute of Technology
Authors
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Polo Chau
Georgia Institute of Technology
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Visualizing multiparameter probabilistic models in Minkowski space
ORAL
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Presenters
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Han Kheng
Department of Physics, Cornell University
Authors
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Han Kheng
Department of Physics, Cornell University
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Itay Griniasty
Department of Physics, Cornell University, Cornell University
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Katherine N Quinn
The Graduate Center, City University of New York, Center for the Physics of Biological Function, Princeton University
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Jaron Kent-Dobias
Laboratoire de Physique, Ecole Normale Supérieure, Department of Physics, Cornell University
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Colin B Clement
Department of Physics, Cornell University
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Qingyang Xu
MIT Operations Research Center, MIT
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Jingyang Zheng
Department of Physics, Cornell University
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Andrea Roeser
Department of Neurobiology and Behavior, Cornell University
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James Patarasp Sethna
Cornell University, Department of Physics, Cornell University
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Itai Cohen
Cornell University, Physics, Cornell University, Physics Department, Cornell University, Department of Physics, Cornell University
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Jesse H. Goldberg
Department of Neurobiology and Behavior, Cornell University
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High dimensional model representation with machine-learned component functions: a powerful tool to learn multivariate functions from sparse data
ORAL
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Presenters
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Sergei Manzhos
INRS - Energie et Materiaux
Authors
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Mohamed Ali Boussaidi
Ecole Nationale d’Ingénieurs de Tunis
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Owen Ren
INRS - Energie et Materiaux
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Dmitry Voytsekhovsky
Purefacts Inc.
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Sergei Manzhos
INRS - Energie et Materiaux
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Enhancing searches for resonances with robust classifiers using moment decomposition
ORAL
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Presenters
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Ouail Kitouni
Massachusetts Institute of Technology MIT
Authors
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Ouail Kitouni
Massachusetts Institute of Technology MIT
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Benjamin Nachman
Physics Division, Lawrence Berkeley National Laboratory, Lawrence Berkeley National Laboratory
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Constantin Weisser
Massachusetts Institute of Technology MIT
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Mike Williams
Massachusetts Institute of Technology MIT
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Matplotlib and Scientific Visualization
Invited
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Presenters
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Thomas Caswell
Brookhaven National Laboratory
Authors
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Thomas Caswell
Brookhaven National Laboratory
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Mode-Assisted Joint Training of Deep Boltzmann Machines
ORAL
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Presenters
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Haik Manukian
University of California, San Diego
Authors
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Haik Manukian
University of California, San Diego
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Massimiliano Di Ventra
University of California, San Diego, Department of Physics, University of California San Diego
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The Fully-Automated Nanoscale To Atomistic Structures from Theory and eXperiment (FANTASTX) code
ORAL
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Presenters
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Venkata Surya Chaitanya Kolluru
Center for Nanoscale Materials, Argonne National Laboratory
Authors
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Venkata Surya Chaitanya Kolluru
Center for Nanoscale Materials, Argonne National Laboratory
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Eric Schwenker
Center for Nanoscale Materials, Argonne National Laboratory
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Maria Chan
Argonne National Laboratory, Center for Nanoscale Materials, Argonne National Laboratory, Materials Research Center, Northwestern University
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Python Software for Multimodal Optimization of X-ray Reflectivity Data using First Principles Theory
ORAL
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Presenters
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Nicholas Cheung
James Madison University
Authors
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Nicholas Cheung
James Madison University
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Maria Chan
Argonne National Laboratory, Center for Nanoscale Materials, Argonne National Laboratory, Materials Research Center, Northwestern University
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Dillon D Fong
Argonne National Laboratory, Materials Science Division, Argonne National Laboratory, Materials Science Division, Argonne National Laboratory, Lemont, IL, 60439, USA, Materials Science Division, Argonne National Lab
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Kendra Letchworth-Weaver
James Madison University
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ParaMonte - A cross-platform parallel scalable high-performance Monte Carlo optimization, sampling, and integration library in C, C++, Fortran, MATLAB, Python, and R
ORAL
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Presenters
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Shashank Kumbhare
University of Texas at Arlington
Authors
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Shashank Kumbhare
University of Texas at Arlington
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Fatemeh Bagheri
University of Texas at Arlington
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Joshua Osborn
University of Texas at Arlington
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Amir Shahmoradi
University of Texas at Arlington
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