Bo Xie
7 papers · 2012–2017 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3) π Academic Marathon (5)
π
Cross-Pollinator
(12)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(27)
ποΈ
Keyword Collector
(52)
π
Trend Setter
Conferences
NIPS (3)
AISTATS (2)
ICML (2)
Top co-authors
Keywords
kernel methods
(3)
stochastic optimization
(2)
doubly stochastic gradient
(2)
neural network
(2)
random feature
(2)
stochastic gradient
(2)
learning theory
(2)
scalable learning
(1)
tensor decomposition
(1)
logistic regression
(1)
random feature approximation
(1)
statistical query
(1)
kernel pca
(1)
reproducing kernel hilbert space
(1)
stochastic process
(1)
neural network optimization
(1)
generalization ability
(1)
eigenvalue decomposition
(1)
multi-label classification
(1)
nonparametric estimation
(1)
Papers
On the Complexity of Learning Neural Networks
NIPS 2017
Diverse Neural Network Learns True Target Functions
AISTATS 2017
Isotonic Hawkes Processes
ICML 2016
Scale Up Nonlinear Component Analysis with Doubly Stochastic Gradients
NIPS 2015
Scalable Kernel Methods via Doubly Stochastic Gradients
NIPS 2014
Nonparametric Estimation of Multi-View Latent Variable Models
ICML 2014
CorrLog: Correlated Logistic Models for Joint Prediction of Multiple Labels
AISTATS 2012