Felix Xinnan X Yu
5 papers · 2015–2020 · 1 conference · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (20) π Interdisciplinary Bridge π Cross-Pollinator (15) π Academic Marathon (5) π§ Keyword Pioneer
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Conferences
NIPS (5)
Top co-authors
Keywords
random fourier feature
(3)
kernel approximation
(2)
differential privacy
(2)
distributed learning
(1)
privacy-preserving learning
(1)
gradient estimation
(1)
privacy preserving
(1)
communication efficiency
(1)
nonlinear classification
(1)
discrete distribution
(1)
feature map
(1)
distributed stochastic gradient descent
(1)
spectral approximation
(1)
user-level privacy
(1)
polynomial kernel
(1)
orthogonal matrix
(1)
kernel methods
(1)
structured matrice
(1)
sampled softmax
(1)
orthogonal matrice
(1)
Papers
Learning discrete distributions: user vs item-level privacy
NIPS 2020
Sampled Softmax with Random Fourier Features
NIPS 2019
cpSGD: Communication-efficient and differentially-private distributed SGD
NIPS 2018
Orthogonal Random Features
NIPS 2016
Spherical Random Features for Polynomial Kernels
NIPS 2015