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Poster
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Tue 14:00 |
Efficient Training of Low-Curvature Neural Networks Suraj Srinivas · Kyle Matoba · Himabindu Lakkaraju · François Fleuret |
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Workshop
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Mixed-Membership Community Detection via Line Graph Curvature Yu Tian · Zachary Lubberts · Melanie Weber |
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Poster
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Thu 9:00 |
Chaotic Dynamics are Intrinsic to Neural Network Training with SGD Luis Herrmann · Maximilian Granz · Tim Landgraf |
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Poster
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Thu 14:00 |
Diffusion Curvature for Estimating Local Curvature in High Dimensional Data Dhananjay Bhaskar · Kincaid MacDonald · Oluwadamilola Fasina · Dawson Thomas · Bastian Rieck · Ian Adelstein · Smita Krishnaswamy |
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Workshop
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Expander Graph Propagation Andreea Deac · Marc Lackenby · Petar Veličković |
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Workshop
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Training shapes the curvature of shallow neural network representations Jacob Zavatone-Veth · Julian Rubinfien · Cengiz Pehlevan |
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Workshop
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Expander Graph Propagation Andreea Deac · Marc Lackenby · Petar Veličković |
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Poster
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Thu 9:00 |
Zeroth-Order Negative Curvature Finding: Escaping Saddle Points without Gradients Hualin Zhang · Huan Xiong · Bin Gu |
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Workshop
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Sat 9:15 |
Expander Graph Propagation Andreea Deac · Marc Lackenby · Petar Veličković |
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Poster
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Wed 14:00 |
On the Effectiveness of Persistent Homology Renata Turkes · Guido Montufar · Nina Otter |