Feng Ruan
7 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (7) π Cross-Pollinator (13) π Interdisciplinary Bridge
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
Conferences
AISTATS (2)
COLT (2)
JMLR (2)
ICML (1)
Top co-authors
Keywords
neural network
(2)
proximal gradient descent
(2)
feature sparsity
(2)
convex optimization
(1)
feature selection
(1)
lasso regression
(1)
statistical estimation
(1)
robust estimation
(1)
minimax bounds
(1)
rate of convergence
(1)
regularization path
(1)
batch optimization
(1)
gradient oracle
(1)
minimax rate
(1)
lower bound
(1)
incentive compatibility
(1)
interpretable model
(1)
stochastic method
(1)
bandit learning
(1)
deep network
(1)
Papers
Nonparametric Modern Hopfield Models
ICML 2025
Universally Instance-Optimal Mechanisms for Private Statistical Estimation
COLT 2024
LassoNet: Neural Networks with Feature Sparsity
AISTATS 2021
A constrained risk inequality for general losses
AISTATS 2021
LassoNet: A Neural Network with Feature Sparsity
JMLR 2021
Bandit Learning in Decentralized Matching Markets
JMLR 2021
Minimax Bounds on Stochastic Batched Convex Optimization
COLT 2018