Junfan Li
5 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(4)
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Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(11)
Conferences
AAAI (2)
COLT (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
regret bound
(3)
online learning
(2)
online kernel learning
(2)
eigenvalue decay
(2)
kernel approximation
(1)
online convex optimization
(1)
kernel matrix
(1)
multi-kernel learning
(1)
sublinear complexity
(1)
mistake bound
(1)
hinge loss
(1)
online model selection
(1)
kernel alignment
(1)
approximate kernel
(1)
online kernel regression
(1)
decentralized datum
(1)
federated learning
(1)
sublinear computational complexity
(1)
stochastic optimization
(1)
model selection
(1)
Papers
A Polynomial-time Algorithm for Online Sparse Linear Regression with Improved Regret Bound under Weaker Conditions
COLT 2025
On the Necessity of Collaboration for Online Model Selection with Decentralized Data
NIPS 2024
Ahpatron: A New Budgeted Online Kernel Learning Machine with Tighter Mistake Bound
AAAI 2024
Improved Kernel Alignment Regret Bound for Online Kernel Learning
AAAI 2023
Nearly Optimal Algorithms with Sublinear Computational Complexity for Online Kernel Regression
ICML 2023