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Poster
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Tue 14:00
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A Kernel-Based View of Language Model Fine-Tuning
Sadhika Malladi · Alexander Wettig · Dingli Yu · Danqi Chen · Sanjeev Arora
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Poster
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Wed 14:00
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Beyond the Universal Law of Robustness: Sharper Laws for Random Features and Neural Tangent Kernels
Simone Bombari · Shayan Kiyani · Marco Mondelli
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Poster
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Thu 16:30
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Kernel Sufficient Dimension Reduction and Variable Selection for Compositional Data via Amalgamation
Junyoung Park · Jeongyoun Ahn · Cheolwoo Park
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Poster
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Wed 14:00
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Fast Private Kernel Density Estimation via Locality Sensitive Quantization
Tal Wagner · Yonatan Naamad · Nina Mishra
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Oral
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Wed 20:04
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Fast Private Kernel Density Estimation via Locality Sensitive Quantization
Tal Wagner · Yonatan Naamad · Nina Mishra
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Poster
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Tue 14:00
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A Kernel Stein Test of Goodness of Fit for Sequential Models
Jerome Baum · Heishiro Kanagawa · Arthur Gretton
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Poster
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Thu 16:30
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Kernel QuantTree
Diego Stucchi · Paolo Rizzo · Nicolò Folloni · Giacomo Boracchi
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Poster
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Thu 16:30
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Gradient Descent in Neural Networks as Sequential Learning in Reproducing Kernel Banach Space
Alistair Shilton · Sunil Gupta · Santu Rana · Svetha Venkatesh
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Poster
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Thu 13:30
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Delayed Feedback in Kernel Bandits
Sattar Vakili · Danyal Ahmed · Alberto Bernacchia · Ciara Pike-Burke
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Poster
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Tue 14:00
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Neural signature kernels as infinite-width-depth-limits of controlled ResNets
Nicola Muca Cirone · Maud Lemercier · Cristopher Salvi
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Poster
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Wed 17:00
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Nearly Optimal Algorithms with Sublinear Computational Complexity for Online Kernel Regression
JUNFAN LI · Shizhong Liao
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Oral
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Tue 21:02
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Beyond the Universal Law of Robustness: Sharper Laws for Random Features and Neural Tangent Kernels
Simone Bombari · Shayan Kiyani · Marco Mondelli
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