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Workshop
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Sun 11:20
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Learnability in the Context of Neural Tangent Kernels
Progyan Das · Dwip Dalal
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Poster
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Fri 16:30
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Temporal Graph Neural Tangent Kernel with Graphon-Guaranteed
Katherine Tieu · Dongqi Fu · Yada Zhu · Hendrik Hamann · Jingrui He
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Workshop
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Can the Spectrum of the Neural Tangent Kernel Anticipate Fine-Tuning Performance?
Zahra Rahimi Afzal · Tara Esmaeilbeig · Mojtaba Soltanalian · Mesrob I Ohannessian
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Poster
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Wed 11:00
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On the Impacts of the Random Initialization in the Neural Tangent Kernel Theory
Guhan Chen · Yicheng Li · Qian Lin
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Workshop
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Exploring Task Affinities through NTK Alignment and Early Training Dynamics in Multi-Task Learning
Yoann Morello · Emilie Grégoire · Sam Verboven
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Poster
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Wed 16:30
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Exploring Consistency in Graph Representations: from Graph Kernels to Graph Neural Networks
Xuyuan Liu · Yinghao Cai · Qihui Yang · Yujun Yan
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Poster
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Wed 11:00
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Cluster-wise Graph Transformer with Dual-granularity Kernelized Attention
Siyuan Huang · Yunchong Song · Jiayue Zhou · Zhouhan Lin
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Poster
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Thu 16:30
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Continual learning with the neural tangent ensemble
Ari Benjamin · Christian-Gernot Pehle · Kyle Daruwalla
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Workshop
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Toward Understanding How the Data Affects Neural Collapse: A Kernel-Based Approach
Vignesh Kothapalli · Tom Tirer
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Poster
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Thu 11:00
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Error Correction Output Codes for Robust Neural Networks against Weight-errors: A Neural Tangent Kernel Point of View
Anlan Yu · Shusen Jing · Ning Lyu · Wujie Wen · Zhiyuan Yan
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Workshop
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Adversarial Attacks as Near-Zero Eigenvalues in the Empirical Kernel of Neural Networks
Ouns El Harzli · Bernardo Grau
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Workshop
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Learning From Convolution-based Unlearnable Datasets
Dohyun Kim · Pedro Sandoval-Segura
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