Mingxi Lei
4 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(4)
🐝
Cross-Pollinator
(8)
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Interdisciplinary Bridge
Conferences
AAAI (1)
ICLR (1)
NIPS (1)
UAI (1)
Top co-authors
Research topics
Keywords
differential privacy
(2)
stochastic gradient descent
(1)
nonconvex optimization
(1)
non-convex optimization
(1)
minimax optimization
(1)
empirical risk minimization
(1)
high-dimensional regression
(1)
high-dimensional learning
(1)
algorithm analysis
(1)
relu regression
(1)
gaussian mechanism
(1)
high-dimensional setting
(1)
stochastic gradient descent ascent
(1)
privacy-preserving machine learning
(1)
adaptive clipping
(1)
Papers
Improved Rates of Differentially Private Nonconvex-Strongly-Concave Minimax Optimization
AAAI 2025
TTVD: Towards a Geometric Framework for Test-Time Adaptation Based on Voronoi Diagram
ICLR 2025
Nearly Optimal Differentially Private ReLU Regression
UAI 2025
Revisiting Differentially Private ReLU Regression
NIPS 2024