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21 Results

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Poster
Mon 18:30 Mean Field Residual Networks: On the Edge of Chaos
Ge Yang · Samuel Schoenholz
Workshop
Fri 13:50 Learning on topological and geometrical structures of data.
Kenji Fukumizu
Workshop
Fri 14:35 Learning High-Dimensional DAGs: Provable Statistical Guarantees and Scalable Approximation
Workshop
Fri 8:00 Deep Learning for Physical Sciences
Atilim Gunes Baydin · Mr. Prabhat · Kyle Cranmer · Frank Wood
Workshop
Fri 17:20 Contributed talk 6: Physics-guided Learning of Neural Networks: An Application in Lake Temperature Modeling
Anuj Karpatne
Workshop
Sat 17:25 bossDB: A Petascale Database for Large-Scale Neuroscience Informing Machine Learning
Nathan Drenkow
Poster
Mon 18:30 Rigorous Dynamics and Consistent Estimation in Arbitrarily Conditioned Linear Systems
Alyson Fletcher · Mojtaba Sahraee-Ardakan · Sundeep Rangan · Philip Schniter
Workshop
Fri 16:00 Invited talk 4: A machine learning perspective on the many-body problem in classical and quantum physics
Juan Carrasquilla
Poster
Wed 18:30 Learning to See Physics via Visual De-animation
Jiajun Wu · Erika Lu · Pushmeet Kohli · Bill Freeman · Josh Tenenbaum
Poster
Wed 18:30 The Scaling Limit of High-Dimensional Online Independent Component Analysis
Chuang Wang · Yue Lu
Poster
Tue 18:30 Visual Interaction Networks: Learning a Physics Simulator from Video
Nicholas Watters · Daniel Zoran · Theophane Weber · Peter Battaglia · Razvan Pascanu · Andrea Tacchetti
Poster
Tue 18:30 NeuralFDR: Learning Discovery Thresholds from Hypothesis Features
Fei Xia · Martin J Zhang · James Zou · David Tse