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35 Results
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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 |
GraphQNTK: Quantum Neural Tangent Kernel for Graph Data Yehui Tang · Junchi Yan |
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Poster
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Tue 9:00 |
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 |
Disentangling the Predictive Variance of Deep Ensembles through the Neural Tangent Kernel Seijin Kobayashi · Pau Vilimelis Aceituno · Johannes von Oswald |
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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 |
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 |
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 |
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 |
Spectral Bias Outside the Training Set for Deep Networks in the Kernel Regime Benjamin Bowman · Guido Montufar |
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Poster
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Thu 9:00 |
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 |
Graph Neural Network Bandits Parnian Kassraie · Andreas Krause · Ilija Bogunovic |