Hongzi Mao
4 papers · 2019–2020 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Keywords
reinforcement learning
(3)
neural network training
(1)
performance optimization
(1)
policy search
(1)
graph embedding
(1)
variance reduction
(1)
reward function
(1)
stochastic process
(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)
input-driven environment
(1)
aggregate reward
(1)
Papers
High-Dimensional Contextual Policy Search with Unknown Context Rewards using Bayesian Optimization
NeurIPS 2020
Learning Generalizable Device Placement Algorithms for Distributed Machine Learning
NeurIPS 2019
Park: An Open Platform for Learning-Augmented Computer Systems
NeurIPS 2019
Variance Reduction for Reinforcement Learning in Input-Driven Environments
ICLR 2019