Lili Zheng
3 papers · 2020–2022 · 2 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(14)
Conferences
JMLR (2)
NIPS (1)
Top co-authors
Keywords
gaussian process
(2)
hyperparameter estimation
(2)
kernel methods
(2)
network estimation
(1)
stochastic gradient descent
(1)
convergence guarantee
(1)
autoregressive model
(1)
mini-batch stochastic gradient descent
(1)
correlated sample
(1)
high-dimensional time series
(1)
multivariate time series
(1)
convex optimization
(1)
convergence analysis
(1)
Papers
Gaussian Process Parameter Estimation Using Mini-batch Stochastic Gradient Descent: Convergence Guarantees and Empirical Benefits
JMLR 2022
Context-dependent Networks in Multivariate Time Series: Models, Methods, and Risk Bounds in High Dimensions
JMLR 2021
Stochastic Gradient Descent in Correlated Settings: A Study on Gaussian Processes
NIPS 2020