Kuang Xu
6 papers · 2016–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (7) π Cross-Pollinator (6)
πΊοΈ
Taxonomy Completionist
(15)
π
Interdisciplinary Bridge
π
Keyword Champion
(2)
π
Trend Setter
Conferences
AISTATS (2)
COLT (2)
ICML (1)
NIPS (1)
Top co-authors
Research topics
Keywords
query complexity
(4)
sequential learning
(2)
differential privacy
(2)
adversarial learning
(1)
adversarial robustness
(1)
dirichlet process
(1)
online learning
(1)
probabilistic modeling
(1)
convex optimization
(1)
bayesian inference
(1)
exploration-exploitation tradeoff
(1)
gradient descent
(1)
binary search
(1)
information acquisition
(1)
thompson sampling
(1)
bayesian regret
(1)
gradient oracle
(1)
multi-armed bandit
(1)
noisy label
(1)
information leakage
(1)
Papers
Nonstationary Bandit Learning via Predictive Sampling
AISTATS 2023
Optimal query complexity for private sequential learning against eavesdropping
AISTATS 2021
Learner-Private Convex Optimization
ICML 2021
Query Complexity of Bayesian Private Learning
NIPS 2018
Private Sequential Learning
COLT 2018
On the capacity of information processing systems
COLT 2016