Arye Nehorai
4 papers · 2014–2019 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird
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Research topics
Keywords
kernel methods
(4)
reproducing kernel hilbert space
(2)
domain adaptation
(1)
graph classification
(1)
graph matching
(1)
kernel learning
(1)
gaussian process
(1)
covariance matrix
(1)
random walk
(1)
time series forecasting
(1)
scalable inference
(1)
entropy regularization
(1)
distribution alignment
(1)
domain shift
(1)
quadratic assignment problem
(1)
graph kernel
(1)
frank-wolfe algorithm
(1)
node attribute
(1)
distribution discrepancy
(1)
covariance matrix alignment
(1)
Papers
KerGM: Kernelized Graph Matching
NeurIPS 2019
Aligning Infinite-Dimensional Covariance Matrices in Reproducing Kernel Hilbert Spaces for Domain Adaptation
CVPR 2018
RetGK: Graph Kernels based on Return Probabilities of Random Walks
NeurIPS 2018
Fast Kernel Learning for Multidimensional Pattern Extrapolation
NeurIPS 2014