Inference in Biophysics

Presentations

• Self-Organized Information Processing in Neuronal Networks: Replacing Layers in Deep Networks by Dynamics

  ORAL

  March 17, 2016, 2:30 PM – March 17, 2016, 2:42 PM

  Authors

  • Christoph Kirst

    • Rockefeller University

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• The learnability of critical distributions

  ORAL

  March 17, 2016, 2:42 PM – March 17, 2016, 2:54 PM

  Authors

  • David Schwab

    • Northwestern University

  • Johannah Torrence

    • University of Chicago

  • Giacomo Torlai

    • University of Waterloo

  • Roger Melko

    • Univ of Waterloo, Perimeter Institute
    • Perimeter Inst for Theo Phys and University of Waterloo
    • University of Waterloo
    • University of Waterloo, PI

  • Stephanie Palmer

    • University of Chicago
    • Univ of Chicago

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• Machine learning phases of matter

  ORAL

  March 17, 2016, 2:54 PM – March 17, 2016, 3:06 PM

  Authors

  • Juan Carrasquilla

    • Perimeter Inst for Theo Phys
    • Perimeter Institute

  • Miles Stoudenmire

    • Perimeter Inst for Theo Phys

  • Roger Melko

    • Univ of Waterloo, Perimeter Institute
    • Perimeter Inst for Theo Phys and University of Waterloo
    • University of Waterloo
    • University of Waterloo, PI

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• Using chaos to model random symbols for improved unsupervised information processing

  ORAL

  March 17, 2016, 3:06 PM – March 17, 2016, 3:18 PM

  Authors

  • SUMONA MUKHOPADHYAY

    • Department of Electrical and Computer Engineering, University of Calgary

  • HENRY LEUNG

    • Department of Electrical and Computer Engineering, University of Calgary

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• Anatomy of a Spin: The Information-Theoretic Structure of Classical Spin Systems

  ORAL

  March 17, 2016, 3:18 PM – March 17, 2016, 3:30 PM

  Authors

  • Ryan James

    • Univ of California - Davis

  • Vikram Vijayaraghavan

    • Univ of California - Davis

  • James Crutchfield

    • Univ of California - Davis

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• Global Characterization of Model Parameter Space Using Information Topology

  ORAL

  March 17, 2016, 3:30 PM – March 17, 2016, 3:42 PM

  Authors

  • Mark Transtrum

    • Brigham Young University

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• Statistical Physics of High Dimensional Inference

  ORAL

  March 17, 2016, 3:42 PM – March 17, 2016, 3:54 PM

  Authors

  • Madhu Advani

    • Stanford University

  • Surya Ganguli

    • Stanford University

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• Compression and regularization with the information bottleneck

  ORAL

  March 17, 2016, 3:54 PM – March 17, 2016, 4:06 PM

  Authors

  • DJ Strouse

    • Princeton University

  • David Schwab

    • Northwestern University

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• A novel method for the precise determination of step times and sizes in counting large numbers of photobleaching events

  ORAL

  March 17, 2016, 4:06 PM – March 17, 2016, 4:18 PM

  Authors

  • Konstantinos Tsekouras

    • Indiana University - Purdue University Indianapolis

  • Steve Presse

    • Indiana University - Purdue University Indianapolis
    • Indiana University of Pennsylvania
    • Physics Department, IUPUI, Indianapolis, IN 46202
    • Indiana University-Purdue University Indianapolis

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• Assessing the limits of hidden Markov model analysis for multi-state particle tracks in living systems

  ORAL

  March 17, 2016, 4:18 PM – March 17, 2016, 4:30 PM

  Authors

  • Dylan Young

    • Clarkson Univ

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• Inferring phenomenological models of Markov processes from data

  ORAL

  March 17, 2016, 4:30 PM – March 17, 2016, 4:42 PM

  Authors

  • Catalina Rivera

    • Emory Univ

  • Ilya Nemenman

    • Department of Physics, Emory University
    • Departments of Physics and Biology, Emory University
    • Emory Univ
    • Emory University
    • Department of Physics and Department of Biology, Emory University

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• Probing self similar structures by studying the frequency of directional changes

  ORAL

  March 17, 2016, 4:42 PM – March 17, 2016, 4:54 PM

  Authors

  • Ali Tabei

    • University of Northern Iowa

  • Stanislav Burov

    • Bar Ilan University

  • Andrew Milbrandt

    • University of Northern Iowa

  • Kyle Spurgeon

    • University of Northern Iowa

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• Diffusion, Backward In Time: A Universal Inversion Scheme

  ORAL

  March 17, 2016, 4:54 PM – March 17, 2016, 5:06 PM

  Authors

  • Dervis Vural

    • University of Notre Dame

  • Vu Nguyen

    • University of Notre Dame

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• Inferring biological dynamics in heterogeneous cellular environments

  ORAL

  March 17, 2016, 5:06 PM – March 17, 2016, 5:18 PM

  Authors

  • Steve Pressé

    • IUPUI

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• Discovering cell types in flow cytometry data with random matrix theory

  ORAL

  March 17, 2016, 5:18 PM – March 17, 2016, 5:30 PM

  Authors

  • Yang Shen

    • Chemical Physics Graduate Program, University of Maryland

  • Robert Nussenblatt

    • Laboratory of Immunology, National Eye Institute, National Institutes of Health

  • Wolfgang Losert

    • Chemical Physics Graduate Program, University of Maryland
    • University of Maryland, College Park
    • Department of Physics, University of Maryland, College Park
    • Univ of Maryland-College Park
    • University of Maryland

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