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Workshop
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Few-shot Backdoor Attacks via Neural Tangent Kernels
Jonathan Hayase · Sewoong Oh
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Poster
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Tue 9:00
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GraphQNTK: Quantum Neural Tangent Kernel for Graph Data
Yehui Tang · Junchi Yan
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Poster
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Tue 9:00
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Expected Improvement for Contextual Bandits
Hung Tran-The · Sunil Gupta · Santu Rana · Tuan Truong · Long Tran-Thanh · Svetha Venkatesh
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Poster
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Tue 14:00
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Disentangling the Predictive Variance of Deep Ensembles through the Neural Tangent Kernel
Seijin Kobayashi · Pau Vilimelis Aceituno · Johannes von Oswald
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Panel
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Wed 17:15
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Panel 4B-1: Convolutional Neural Networks… & Uncovering the Structural…
Ruijia Wang · Mingguo He
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Workshop
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Dynamical Mean 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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What Can the Neural Tangent Kernel Tell Us About Adversarial Robustness?
Nikolaos Tsilivis · Julia Kempe
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Workshop
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A Neural Tangent Kernel Perspective on Function-Space Regularization in Neural Networks
Zonghao Chen · Xupeng Shi · Tim G. J. Rudner · Qixuan Feng · Weizhong Zhang · Tong Zhang
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Poster
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Tue 14:00
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Learning with convolution and pooling operations in kernel methods
Theodor Misiakiewicz · Song Mei
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Poster
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Tue 14:00
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TCT: Convexifying Federated Learning using Bootstrapped Neural Tangent Kernels
Yaodong Yu · Alexander Wei · Sai Praneeth Karimireddy · Yi Ma · Michael Jordan
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Poster
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Wed 14:00
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On the Spectral Bias of Convolutional Neural Tangent and Gaussian Process Kernels
Amnon Geifman · Meirav Galun · David Jacobs · Basri Ronen
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Poster
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Thu 14:00
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Spectral Bias Outside the Training Set for Deep Networks in the Kernel Regime
Benjamin Bowman · Guido Montufar
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