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Oral
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Thu 0:30
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Optimal Rates for Averaged Stochastic Gradient Descent under Neural Tangent Kernel Regime
Atsushi Nitanda · Taiji Suzuki
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Poster
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Thu 1:00
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Optimal Rates for Averaged Stochastic Gradient Descent under Neural Tangent Kernel Regime
Atsushi Nitanda · Taiji Suzuki
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Workshop
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Fri 14:50
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Don't Stack Layers in Graph Neural Networks, Wire Them Randomly
Diego Valsesia · Giulia Fracastoro · Enrico Magli
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Oral
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Tue 19:55
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Global Convergence of Three-layer Neural Networks in the Mean Field Regime
Huy Tuan Pham · Phan-Minh Nguyen
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Poster
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Thu 17:00
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Global Convergence of Three-layer Neural Networks in the Mean Field Regime
Huy Tuan Pham · Phan-Minh Nguyen
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Poster
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Mon 9:00
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Vector-output ReLU Neural Network Problems are Copositive Programs: Convex Analysis of Two Layer Networks and Polynomial-time Algorithms
Arda Sahiner · Tolga Ergen · John M Pauly · Mert Pilanci
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Poster
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Tue 1:00
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Hyperbolic Neural Networks++
Ryohei Shimizu · YUSUKE Mukuta · Tatsuya Harada
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Poster
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Tue 9:00
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Global optimality of softmax policy gradient with single hidden layer neural networks in the mean-field regime
Andrea Agazzi · Jianfeng Lu
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Poster
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Tue 1:00
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Spatial Dependency Networks: Neural Layers for Improved Generative Image Modeling
Đorđe Miladinović · Aleksandar Stanić · Stefan Bauer · Jürgen Schmidhuber · Joachim M Buhmann
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Spotlight
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Tue 12:50
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Learning from Protein Structure with Geometric Vector Perceptrons
Bowen Jing · Stephan Eismann · Patricia Suriana · Raphael J Townshend · Ron Dror
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Poster
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Mon 1:00
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On the Universality of the Double Descent Peak in Ridgeless Regression
David Holzmüller
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Spotlight
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Wed 20:50
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CPT: Efficient Deep Neural Network Training via Cyclic Precision
Yonggan Fu · Han Guo · Meng Li · Xin Yang · Yining Ding · Vikas Chandra · Yingyan Lin
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