Guannan Liang
4 papers · 2016–2021 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Optimization
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Security & Privacy
(1)
Application Areas
(1)
Applications
(1)
Differential Privacy
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
non-convex optimization
(2)
stochastic gradient descent
(2)
stochastic gradient
(1)
representation learning
(1)
sparse recovery
(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)
deep neural network
(1)
latent feature
(1)
Papers
An Efficient Algorithm for Deep Stochastic Contextual Bandits
AAAI 2021
Differentially Private and Communication Efficient Collaborative Learning
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
NeurIPS 2016