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Junfan Li
ORCID
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 15
Top Topics
Regret Bounds
Feature Space
Kernel Learning
Multi Armed Bandit
Top Venues
CoRR
ICTAI
Mach. Learn.
ECML/PKDD (1)
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Publications
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Zheshun Wu
,
Zenglin Xu
,
Dun Zeng
,
Junfan Li
,
Jie Liu
Topology Learning for Heterogeneous Decentralized Federated Learning over Unreliable D2D Networks.
CoRR
(2023)
Junfan Li
,
Shizhong Liao
Nearly Optimal Algorithms with Sublinear Computational Complexity for Online Kernel Regression.
CoRR
(2023)
Yun Liao
,
Junfan Li
,
Shizhong Liao
,
Qinghua Hu
,
Jianwu Dang
Ahpatron: A New Budgeted Online Kernel Learning Machine with Tighter Mistake Bound.
CoRR
(2023)
Junfan Li
,
Shizhong Liao
Improved Regret Bounds for Online Kernel Selection under Bandit Feedback.
CoRR
(2023)
Junfan Li
,
Shizhong Liao
Nearly Optimal Algorithms with Sublinear Computational Complexity for Online Kernel Regression.
ICML
(2023)
Junfan Li
,
Shizhong Liao
Improved Kernel Alignment Regret Bound for Online Kernel Learning.
AAAI
(2023)
Junfan Li
,
Shizhong Liao
Worst-case regret analysis of computationally budgeted online kernel selection.
Mach. Learn.
111 (3) (2022)
Junfan Li
,
Shizhong Liao
Improved Regret Bounds for Online Kernel Selection Under Bandit Feedback.
ECML/PKDD (4)
(2022)
Junfan Li
,
Shizhong Liao
Improved Kernel Alignment Regret Bound for Online Kernel Learning.
CoRR
(2022)
Shizhong Liao
,
Junfan Li
High-Probability Kernel Alignment Regret Bounds for Online Kernel Selection.
ECML/PKDD (1)
(2021)
Yunfei Yao
,
Junfan Li
,
Shizhong Liao
A New Learning Algorithm with General Loss for Neural Networks with Random Weights.
ICTAI
(2020)
Junfan Li
,
Shizhong Liao
Online Kernel Selection via Grouped Adversarial Bandit Model.
ICTAI
(2019)
Junfan Li
,
Shizhong Liao
在线核选择的对抗式多臂赌博机模型 (Adversarial Multi-armed Bandit Model with Online Kernel Selection).
计算机科学
46 (1) (2019)
Junfan Li
,
Shizhong Liao
An Online Kernel Selection Wrapper via Multi-Armed Bandit Model.
ICPR
(2018)
Junfan Li
,
Shizhong Liao
Online Kernel Selection with Multiple Bandit Feedbacks in Random Feature Space.
KSEM (2)
(2018)