Naichen Shi
5 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
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Conference Polyglot
(3)
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Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(16)
π§
Keyword Pioneer
Conferences
JMLR (2)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
feature extraction
(2)
federated learning
(1)
stochastic gradient
(1)
stochastic gradient descent
(1)
multi-task learning
(1)
transfer learning
(1)
anomaly detection
(1)
principal component analysis
(1)
matrix factorization
(1)
video segmentation
(1)
sparse representation
(1)
convergence analysis
(1)
distributed optimization
(1)
neural network optimization
(1)
alternating minimization
(1)
hyperparameter tuning
(1)
adam optimizer
(1)
heterogeneous datum
(1)
critical point
(1)
stiefel manifold
(1)
Papers
Personalized PCA: Decoupling Shared and Unique Features
JMLR 2024
Triple Component Matrix Factorization: Untangling Global, Local, and Noisy Components
JMLR 2024
Personalized Dictionary Learning for Heterogeneous Datasets
NIPS 2023
Adam Can Converge Without Any Modification On Update Rules
NIPS 2022
RMSprop converges with proper hyper-parameter
ICLR 2021