Hongzi Mao
4 papers · 2019–2020 · 2 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(2)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
NIPS (3)
ICLR (1)
Top co-authors
Keywords
reinforcement learning
(2)
neural network training
(1)
performance optimization
(1)
policy search
(1)
graph embedding
(1)
reward function
(1)
distributed training
(1)
bayesian optimization
(1)
computation graph
(1)
device placement
(1)
context embedding
(1)
contextual policy
(1)
neural network
(1)
system optimization
(1)
computer system
(1)
aggregate reward
(1)
Papers
High-Dimensional Contextual Policy Search with Unknown Context Rewards using Bayesian Optimization
NIPS 2020
Learning Generalizable Device Placement Algorithms for Distributed Machine Learning
NIPS 2019
Park: An Open Platform for Learning-Augmented Computer Systems
NIPS 2019
Variance Reduction for Reinforcement Learning in Input-Driven Environments
ICLR 2019