Upcoming Seminars
October 2020
October 12, 2020 - 2:30pm | |||
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Optimally weighted loss functions for solving PDEs with Neural Networks: theory, practice and improvementsOctober 12, 2020 - 2:30pm Abstract: Recent works have shown that deep neural networks can be employed to solve partial differential equations, giving rise to the framework... |
Speaker: Anastasia Borovykh, Imperial Colledge | |
October 20, 2020 - 9:00am | |||
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Frequency principle in understanding the generalization of deep learning and the depth effectOctober 20, 2020 - 9:00am Abtract: We demonstrate a very universal frequency principle that deep neural networks learn low frequency faster on high-dimensional benchmark... |
Speaker: Zhi-Qin John Xu, Shanghai Jiao Tong University | |
October 26, 2020 - 2:30pm | |||
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Algorithmic Bias Control in Deep learningOctober 26, 2020 - 2:30pm Abstract: Significant research efforts are being invested in improving Deep Neural Networks (DNNs) training efficiency, i.e. the... |
Speaker: Daniel Soudry, Technion | |