Inference in Biophysics
ORAL · V39 ·
Presentations
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Self-Organized Information Processing in Neuronal Networks: Replacing Layers in Deep Networks by Dynamics
ORAL
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Authors
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Christoph Kirst
- Rockefeller University
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The learnability of critical distributions
ORAL
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Authors
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David Schwab
- Northwestern University
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Johannah Torrence
- University of Chicago
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Giacomo Torlai
- University of Waterloo
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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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Stephanie Palmer
- University of Chicago
- Univ of Chicago
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Machine learning phases of matter
ORAL
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Authors
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Juan Carrasquilla
- Perimeter Inst for Theo Phys
- Perimeter Institute
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Miles Stoudenmire
- Perimeter Inst for Theo Phys
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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
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Authors
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SUMONA MUKHOPADHYAY
- Department of Electrical and Computer Engineering, University of Calgary
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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
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Authors
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Ryan James
- Univ of California - Davis
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Vikram Vijayaraghavan
- Univ of California - Davis
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James Crutchfield
- Univ of California - Davis
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Global Characterization of Model Parameter Space Using Information Topology
ORAL
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Authors
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Mark Transtrum
- Brigham Young University
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Statistical Physics of High Dimensional Inference
ORAL
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Authors
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Madhu Advani
- Stanford University
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Surya Ganguli
- Stanford University
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Compression and regularization with the information bottleneck
ORAL
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Authors
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DJ Strouse
- Princeton University
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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
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Authors
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Konstantinos Tsekouras
- Indiana University - Purdue University Indianapolis
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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
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Authors
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Dylan Young
- Clarkson Univ
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Inferring phenomenological models of Markov processes from data
ORAL
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Authors
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Catalina Rivera
- Emory Univ
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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
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Authors
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Ali Tabei
- University of Northern Iowa
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Stanislav Burov
- Bar Ilan University
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Andrew Milbrandt
- University of Northern Iowa
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Kyle Spurgeon
- University of Northern Iowa
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Diffusion, Backward In Time: A Universal Inversion Scheme
ORAL
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Authors
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Dervis Vural
- University of Notre Dame
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Vu Nguyen
- University of Notre Dame
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Inferring biological dynamics in heterogeneous cellular environments
ORAL
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Authors
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Steve Pressé
- IUPUI
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Discovering cell types in flow cytometry data with random matrix theory
ORAL
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Authors
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Yang Shen
- Chemical Physics Graduate Program, University of Maryland
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Robert Nussenblatt
- Laboratory of Immunology, National Eye Institute, National Institutes of Health
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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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