35 Results

Workshop		Few-shot Backdoor Attacks via Neural Tangent Kernels Jonathan Hayase · Sewoong Oh
Poster	Tue 9:00	GraphQNTK: Quantum Neural Tangent Kernel for Graph Data Yehui Tang · Junchi Yan
Poster	Tue 9:00	Expected Improvement for Contextual Bandits Hung Tran-The · Sunil Gupta · Santu Rana · Tuan Truong · Long Tran-Thanh · Svetha Venkatesh
Poster	Tue 14:00	Disentangling the Predictive Variance of Deep Ensembles through the Neural Tangent Kernel Seijin Kobayashi · Pau Vilimelis Aceituno · Johannes von Oswald
Workshop		Dynamical Mean Field Theory of Kernel Evolution in Wide Neural Networks Blake Bordelon · Cengiz Pehlevan
Poster	Wed 14:00	What Can the Neural Tangent Kernel Tell Us About Adversarial Robustness? Nikolaos Tsilivis · Julia Kempe
Workshop		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
Poster	Tue 14:00	TCT: Convexifying Federated Learning using Bootstrapped Neural Tangent Kernels Yaodong Yu · Alexander Wei · Sai Praneeth Karimireddy · Yi Ma · Michael Jordan
Poster	Wed 14:00	On the Spectral Bias of Convolutional Neural Tangent and Gaussian Process Kernels Amnon Geifman · Meirav Galun · David Jacobs · Basri Ronen
Poster	Thu 14:00	Spectral Bias Outside the Training Set for Deep Networks in the Kernel Regime Benjamin Bowman · Guido Montufar
Poster	Thu 9:00	Generalization Properties of NAS under Activation and Skip Connection Search Zhenyu Zhu · Fanghui Liu · Grigorios Chrysos · Volkan Cevher
Poster	Wed 14:00	Self-Consistent Dynamical Field Theory of Kernel Evolution in Wide Neural Networks Blake Bordelon · Cengiz Pehlevan