Guannan Liang
4 papers · 2016–2021 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Academic Marathon (5) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13)
π§
Keyword Pioneer
π
Cross-Pollinator
(14)
Conferences
AAAI (3)
NIPS (1)
Top co-authors
Research topics
Keywords
stochastic gradient descent
(2)
differential privacy
(1)
stochastic gradient
(1)
representation learning
(1)
sparse recovery
(1)
nonconvex optimization
(1)
non-convex optimization
(1)
matrix factorization
(1)
sparse learning
(1)
sample complexity
(1)
side information
(1)
reward function
(1)
matrix completion
(1)
sparse optimization
(1)
communication efficiency
(1)
greedy policy
(1)
collaborative learning
(1)
linear convergence
(1)
sparse model
(1)
contextual bandit
(1)
Papers
Differentially Private and Communication Efficient Collaborative Learning
AAAI 2021
An Efficient Algorithm for Deep Stochastic Contextual Bandits
AAAI 2021
An Effective Hard Thresholding Method Based on Stochastic Variance Reduction for Nonconvex Sparse Learning
AAAI 2020
A Sparse Interactive Model for Matrix Completion with Side Information
NIPS 2016