Thursday, March 17, 2016
2:30PM - 2:42PM
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V39.00001: Self-Organized Information Processing in Neuronal Networks: Replacing Layers in Deep Networks by Dynamics
Christoph Kirst
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Thursday, March 17, 2016
2:42PM - 2:54PM
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V39.00002: The learnability of critical distributions
David Schwab, Johannah Torrence, Giacomo Torlai, Roger Melko, Stephanie Palmer
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Thursday, March 17, 2016
2:54PM - 3:06PM
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V39.00003: Machine learning phases of matter
Juan Carrasquilla, Miles Stoudenmire, Roger Melko
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Thursday, March 17, 2016
3:06PM - 3:18PM
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V39.00004: Using chaos to model random symbols for improved unsupervised information processing
SUMONA MUKHOPADHYAY, HENRY LEUNG
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Thursday, March 17, 2016
3:18PM - 3:30PM
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V39.00005: Anatomy of a Spin: The Information-Theoretic Structure of Classical Spin Systems
Ryan James, Vikram Vijayaraghavan, James Crutchfield
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Thursday, March 17, 2016
3:30PM - 3:42PM
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V39.00006: Global Characterization of Model Parameter Space Using Information Topology
Mark Transtrum
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Thursday, March 17, 2016
3:42PM - 3:54PM
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V39.00007: Statistical Physics of High Dimensional Inference
Madhu Advani, Surya Ganguli
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Thursday, March 17, 2016
3:54PM - 4:06PM
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V39.00008: Compression and regularization with the information bottleneck
DJ Strouse, David Schwab
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Thursday, March 17, 2016
4:06PM - 4:18PM
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V39.00009: A novel method for the precise determination of step times and sizes in counting large numbers of photobleaching events
Konstantinos Tsekouras, Steve Presse
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Thursday, March 17, 2016
4:18PM - 4:30PM
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V39.00010: Assessing the limits of hidden Markov model analysis for multi-state particle tracks in living systems
Dylan Young
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Thursday, March 17, 2016
4:30PM - 4:42PM
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V39.00011: Inferring phenomenological models of Markov processes from data
Catalina Rivera, Ilya Nemenman
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Thursday, March 17, 2016
4:42PM - 4:54PM
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V39.00012: Probing self similar structures by studying the frequency of directional changes
Ali Tabei, Stanislav Burov, Andrew Milbrandt, Kyle Spurgeon
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Thursday, March 17, 2016
4:54PM - 5:06PM
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V39.00013: Diffusion, Backward In Time: A Universal Inversion Scheme
Dervis Vural, Vu Nguyen
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Thursday, March 17, 2016
5:06PM - 5:18PM
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V39.00014: Inferring biological dynamics in heterogeneous cellular environments
Steve Pressé
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Thursday, March 17, 2016
5:18PM - 5:30PM
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V39.00015: Discovering cell types in flow cytometry data with random matrix theory
Yang Shen, Robert Nussenblatt, Wolfgang Losert
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