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Affinity Event
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Embracing Queer and Crip Complexity in Machine Learning: Dirty Resilience and Sweaty AI
Gopinaath Kannabiran · Sacha Knox
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Poster
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Wed 11:00
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Non-Stationary Learning of Neural Networks with Automatic Soft Parameter Reset
Alexandre Galashov · Michalis Titsias · András György · Clare Lyle · Razvan Pascanu · Yee Whye Teh · Maneesh Sahani
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Poster
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Thu 11:00
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Provable Acceleration of Nesterov's Accelerated Gradient for Asymmetric Matrix Factorization and Linear Neural Networks
Zhenghao Xu · Yuqing Wang · Tuo Zhao · Rachel Ward · Molei Tao
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Poster
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Wed 16:30
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Regularized Adaptive Momentum Dual Averaging with an Efficient Inexact Subproblem Solver for Training Structured Neural Network
Zih-Syuan Huang · Ching-pei Lee
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Poster
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Thu 11:00
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Graph neural networks and non-commuting operators
Mauricio Velasco · Kaiying O'Hare · Bernardo Rychtenberg · Soledad Villar
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Poster
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Wed 16:30
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Loss Landscape Characterization of Neural Networks without Over-Parametrization
Rustem Islamov · Niccolò Ajroldi · Antonio Orvieto · Aurelien Lucchi
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Poster
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Fri 11:00
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Non-convolutional graph neural networks.
Yuanqing Wang · Kyunghyun Cho
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Workshop
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Non-local Exchange: Introduce Non-locality via Graph Re-wiring to Graph Neural Networks
Ziquan Wei · Guorong Wu
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Workshop
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ParaFIND: Parameter Field Inference on Non-uniform Domains using Neural Network
Masmoudi · Xuyang Li · Nizar Lajnef · Vishnu Boddeti
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Affinity Event
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Neural Machine Translators (NMTs) as Efficient Forward and Backward Arabic Transliterators
Toyib Ogunremi · Anthony Soronnadi · Olamide Shogbamu · Olubayo Adekanmbi
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Poster
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Wed 11:00
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Large Stepsize Gradient Descent for Non-Homogeneous Two-Layer Networks: Margin Improvement and Fast Optimization
Yuhang Cai · Jingfeng Wu · Song Mei · Michael Lindsey · Peter Bartlett
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Poster
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Fri 16:30
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Non-Euclidean Mixture Model for Social Network Embedding
Roshni Iyer · Yewen Wang · Wei Wang · Yizhou Sun
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