Jia Yuan Yu
6 papers · 2009–2021 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
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Keyword Pioneer
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Conference Pioneer
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Trend Setter
Top co-authors
Research topics
Keywords
submodular optimization
(1)
wasserstein distance
(1)
stochastic optimization
(1)
robust optimization
(1)
online learning
(1)
policy optimization
(1)
variational inference
(1)
semidefinite programming
(1)
density estimation
(1)
optimal transport
(1)
markov decision process
(1)
bias correction
(1)
reward function
(1)
stochastic process
(1)
reward maximization
(1)
thompson sampling
(1)
risk estimation
(1)
distributionally robust optimization
(1)
polynomial optimization
(1)
wasserstein ball
(1)
Papers
Bias-corrected peaks-over-threshold estimation of the CVaR
UAI 2021
State-Augmentation Transformations for Risk-Sensitive Reinforcement Learning
AAAI 2019
Sensor Selection for Crowdsensing Dynamical Systems
AISTATS 2015
Data-driven Distributionally Robust Polynomial Optimization
NeurIPS 2013
Sample Complexity of Risk-Averse Bandit-Arm Selection
IJCAI 2013
Online Learning with Sample Path Constraints
JMLR 2009