Sen Na
6 papers · 2019–2025 · 4 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
(16)
Venues
Top co-authors
Research topics
Mathematics & Optimization
(6)
Machine Learning
(5)
Mathematics
(4)
Optimization
(4)
Optimization & Theory · Machine Learning
(4)
Deep Learning
(2)
Core Methods
(2)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Applications
(1)
Architectures
(1)
Learning Types
(1)
Optimization & Theory · Deep Learning
(1)
Representation
(1)
Keywords
asymptotic normality
(2)
constrained optimization
(2)
newton method
(2)
augmented lagrangian
(2)
graph representation learning
(1)
global convergence
(1)
sparse estimation
(1)
model predictive control
(1)
iterative sketching
(1)
continuous optimization
(1)
high-dimensional statistics
(1)
optimal control
(1)
exponential family
(1)
online optimization
(1)
stochastic approximation
(1)
low-rank matrix
(1)
sparse matrix
(1)
newton's method
(1)
sequential quadratic programming
(1)
bipartite graph
(1)
Papers
Online Covariance Estimation in Nonsmooth Stochastic Approximation
COLT 2025
Statistical Inference of Constrained Stochastic Optimization via Sketched Sequential Quadratic Programming
JMLR 2025
Constrained Optimization via Exact Augmented Lagrangian and Randomized Iterative Sketching
ICML 2023
Global Convergence of Online Optimization for Nonlinear Model Predictive Control
NeurIPS 2021
Semiparametric Nonlinear Bipartite Graph Representation Learning with Provable Guarantees
ICML 2020
High-dimensional Varying Index Coefficient Models via Stein's Identity
JMLR 2019