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Poster
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Thu 9:00
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Generalization Properties of NAS under Activation and Skip Connection Search
Zhenyu Zhu · Fanghui Liu · Grigorios Chrysos · Volkan Cevher
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Poster
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Wed 14:00
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Self-Consistent Dynamical Field Theory of Kernel Evolution in Wide Neural Networks
Blake Bordelon · Cengiz Pehlevan
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Poster
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Wed 14:00
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Graph Neural Network Bandits
Parnian Kassraie · Andreas Krause · Ilija Bogunovic
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Poster
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Thu 14:00
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Efficient Dataset Distillation using Random Feature Approximation
Noel Loo · Ramin Hasani · Alexander Amini · Daniela Rus
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Poster
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Tue 9:00
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Evolution of Neural Tangent Kernels under Benign and Adversarial Training
Noel Loo · Ramin Hasani · Alexander Amini · Daniela Rus
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Poster
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Wed 9:00
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On the Generalization Power of the Overfitted Three-Layer Neural Tangent Kernel Model
Peizhong Ju · Xiaojun Lin · Ness Shroff
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Workshop
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Convolutional Neural Networks on Manifolds: From Graphs and Back
Zhiyang Wang · Luana Ruiz · Alejandro Ribeiro
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Poster
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Wed 14:00
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The Neural Covariance SDE: Shaped Infinite Depth-and-Width Networks at Initialization
Mufan Li · Mihai Nica · Dan Roy
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Poster
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Tue 14:00
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Making Look-Ahead Active Learning Strategies Feasible with Neural Tangent Kernels
Mohamad Amin Mohamadi · Wonho Bae · Danica J. Sutherland
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Poster
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Tue 9:00
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Unifying and Boosting Gradient-Based Training-Free Neural Architecture Search
YAO SHU · Zhongxiang Dai · Zhaoxuan Wu · Bryan Kian Hsiang Low
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Poster
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Wed 14:00
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Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: a Polynomial Net Study
Yongtao Wu · Zhenyu Zhu · Fanghui Liu · Grigorios Chrysos · Volkan Cevher
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Poster
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Log-Polar Space Convolution Layers
Bing Su · Ji-Rong Wen
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