Sen Na
6 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (6) π Cross-Pollinator (6)
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Conferences
ICML (2)
JMLR (2)
COLT (1)
NIPS (1)
Top co-authors
Keywords
constrained optimization
(2)
newton method
(2)
augmented lagrangian
(2)
parameter estimation
(1)
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)
low-rank matrix
(1)
sparse matrix
(1)
newton's method
(1)
sequential quadratic programming
(1)
bipartite graph
(1)
asymptotic normality
(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
NIPS 2021
Semiparametric Nonlinear Bipartite Graph Representation Learning with Provable Guarantees
ICML 2020
High-dimensional Varying Index Coefficient Models via Stein's Identity
JMLR 2019