Inference, Information, and Learning in Biophysics I
FOCUS · F66 ·
Presentations
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Bounding Information flow in <i>E. Coli</i> chemotaxis
Invited
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Presenters
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Benjamin Machta
- Systems Biology Institute, Yale University
- Yale University
- Dept. of Physics and Systems Biology Institute, Yale University
Authors
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Henry H Mattingly
- Dept. of Molecular Cellular and Developmental Biology, Yale University
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Thierry Emonet
- Yale Univ
- Dept. of Physics and Dept. of Molecular Cellular and Developmental Biology, Yale University
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Benjamin Machta
- Systems Biology Institute, Yale University
- Yale University
- Dept. of Physics and Systems Biology Institute, Yale University
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Towards a New Theory of Biological Information
ORAL
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Presenters
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Daniel Inafuku
- Physics, University of Illinois at Urbana-Champaign
Authors
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Daniel Inafuku
- Physics, University of Illinois at Urbana-Champaign
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Kay Kirkpatrick
- Mathematics, University of Illinois at Urbana-Champaign
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Information transmission and evolution of crosstalk in noisy signal transduction networks
ORAL
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Presenters
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Ranjan Mukhopadhyay
- Clark University
Authors
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Ammar Tareen
- Cold Spring Harbor Laboratory
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Ned Wingreen
- Lewis-Sigler Institute for Integrative Genomics, Princeton University
- Princeton University
- Department of Molecular Biology, Princeton University
- Department of Molecular Biology and Lewis-Sigler Institute for Integrative Genomics, Princeton University
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Ranjan Mukhopadhyay
- Clark University
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Information loss under coarse graining: A geometric approach
ORAL
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Presenters
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Archishman Raju
- Cornell University
- Centre for Studies in Physics and Biology, Rockefeller University
Authors
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Archishman Raju
- Cornell University
- Centre for Studies in Physics and Biology, Rockefeller University
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James Patarasp Sethna
- Cornell University
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Benjamin Machta
- Systems Biology Institute, Yale University
- Yale University
- Dept. of Physics and Systems Biology Institute, Yale University
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The strength of protein-protein interactions controls the information capacity and dynamical response of signaling networks
ORAL
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Presenters
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Ching-Hao Wang
- Physics, Boston University
Authors
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Ching-Hao Wang
- Physics, Boston University
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Caleb Bashor
- Bioengineering, Rice University
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Pankaj Mehta
- Boston University
- Physics, Boston University
- Department of Physics, Boston University
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Random input expansion improves classifier accuracy
ORAL
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Presenters
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Julia Steinberg
- Harvard University
Authors
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Julia Steinberg
- Harvard University
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Madhu Advani
- Harvard University
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Haim Sompolinsky
- Harvard University
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The renormalization group and information bottleneck: a unified framework
ORAL
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Presenters
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Andrew Tan
- University of Toronto
Authors
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Andrew Tan
- University of Toronto
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Leenoy Meshulam
- Massachusetts Institute of Technology
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William Bialek
- Physics, Princeton University and The CUNY Graduate Center
- Princeton University
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David Schwab
- The Graduate Center, City University of New York
- City University of New York
- Institute for Theoretical Science, CUNY Graduate Center
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Optimal visual motion estimation in a natural environment
ORAL
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Presenters
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William Bialek
- Physics, Princeton University and The CUNY Graduate Center
- Princeton University
Authors
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William Bialek
- Physics, Princeton University and The CUNY Graduate Center
- Princeton University
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Shiva Sinha
- Physics, Indiana University
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Robert deRuyter van Steveninck
- Physics, Indiana University
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The Stochastic Complexity of Spin Models: Are Pairwise Models Really Simple?
ORAL
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Presenters
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Clélia De Mulatier
- Department of Physics and Astronomy, University of Pennsylvania, 209 South 33rd Street, Philadelphia, PA 19104-6396, USA
Authors
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Alberto Beretta
- Quantitative Life Sciences, The Abdus Salam International Centre for Theoretical Physics (ICTP), Strada Costiera 11, I-34014 Trieste, Italy
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Claudia Battistin
- Kavli Institute for Systems Neuroscience and Centre for Neural Computation, Norges Teknisk-Naturvitenskapelige Universitet (NTNU), Olav Kyrres Gate 9, 7030 Trondheim, Norway
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Clélia De Mulatier
- Department of Physics and Astronomy, University of Pennsylvania, 209 South 33rd Street, Philadelphia, PA 19104-6396, USA
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Iacopo Mastromatteo Mastromatteo
- Capital Fund Management, 23 rue de l’Université, 75007 Paris, France
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Matteo Marsili
- Quantitative Life Sciences, The Abdus Salam International Centre for Theoretical Physics (ICTP), Strada Costiera 11, I-34014 Trieste, Italy
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Who is your neighbor? Inferring locality from pairwise correlations
ORAL
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Presenters
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Mahajabin Rahman
- Emory University
Authors
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Mahajabin Rahman
- Emory University
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Ilya Nemenman
- Emory University
- Physics, Emory University
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Mean Field Analysis of Batch Normalization
ORAL
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Presenters
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Mingwei Wei
- Department of Physics and Astronomy, Northwestern University
Authors
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Mingwei Wei
- Department of Physics and Astronomy, Northwestern University
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James Stokes
- Tunnel Technologies
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David Schwab
- The Graduate Center, City University of New York
- City University of New York
- Institute for Theoretical Science, CUNY Graduate Center
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Nonequilibrium cooperative sensing
ORAL
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Presenters
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Vudtiwat Ngampruetikorn
- Northwestern University
Authors
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Vudtiwat Ngampruetikorn
- Northwestern University
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David J. Schwab
- The Graduate Center, CUNY
- Princeton Univ
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Greg Stephens
- Physics, Vrije Universiteit & OIST Graduate University
- Physics, Vrije Univ (Free Univ) Amsterdam
- Vrije Universiteit (Amsterdam) & OIST Graduate University (Okinawa)
- Vrije Universiteit
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A Novel Algorithm for Unsupervised Behavioral Classification
ORAL
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Presenters
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Adam Fine
- Yale Univ
Authors
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Adam Fine
- Yale Univ
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Nirag Kadakia
- Yale Univ
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Thierry Emonet
- Yale Univ
- Dept. of Physics and Dept. of Molecular Cellular and Developmental Biology, Yale University
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