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Workshop
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Fri 9:30
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Improving ECG-based COVID-19 diagnosis and mortality predictions using pre-pandemic medical records at population-scale
Weijie Sun · Sunil Vasu Kalmady · Nariman Sepehrvand · Luan Chu · Zihan Wang · Amir Salimi · Abram Hindle · Russell Greiner · Padma Kaul
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Poster
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Tue 9:00
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Natural gradient enables fast sampling in spiking neural networks
Paul Masset · Jacob Zavatone-Veth · J. Patrick Connor · Venkatesh Murthy · Cengiz Pehlevan
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Poster
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Thu 9:00
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Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers
Ran Liu · Mehdi Azabou · Max Dabagia · Jingyun Xiao · Eva Dyer
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Poster
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Tue 9:00
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Biologically plausible solutions for spiking networks with efficient coding
Veronika Koren · Stefano Panzeri
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Poster
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Thu 14:00
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Characterization of Excess Risk for Locally Strongly Convex Population Risk
Mingyang Yi · Ruoyu Wang · Zhi-Ming Ma
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Poster
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Thu 14:00
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STNDT: Modeling Neural Population Activity with Spatiotemporal Transformers
Trung Le · Eli Shlizerman
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Poster
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Tue 14:00
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Mesoscopic modeling of hidden spiking neurons
Shuqi Wang · Valentin Schmutz · Guillaume Bellec · Wulfram Gerstner
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Poster
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Tue 9:00
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From Gradient Flow on Population Loss to Learning with Stochastic Gradient Descent
Christopher De Sa · Satyen Kale · Jason Lee · Ayush Sekhari · Karthik Sridharan
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Workshop
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Unit Selection: Learning Benefit Function from Finite Population Data
Ang Li · Song Jiang · Yizhou Sun · Judea Pearl
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Affinity Workshop
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Adaptively Identifying Patient Populations With Treatment Benefit in Clinical Trials
Alicia Curth · Alihan Hüyük · Mihaela van der Schaar
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Workshop
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Using Sum-Product Networks to estimate neural population stutcture in the brain
Koosha Khalvati · Samantha Johnson · Stefan Mihalas · Michael Buice
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Workshop
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Learning representations of cell populations for image-based profiling using contrastive learning
Robert van Dijk · John Arevalo · Shantanu Singh · Anne Carpenter
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