Kian Hsiang Low
5 papers · 2013–2019 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Academic Marathon ยท Sprint
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Hot Topic Early Bird
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Conference Pioneer
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Research topics
Keywords
gaussian process
(2)
hyperparameter optimization
(1)
knowledge distillation
(1)
automatic differentiation
(1)
model fusion
(1)
importance sampling
(1)
sparse approximation
(1)
active sensing
(1)
inducing input
(1)
decentralized learning
(1)
demand prediction
(1)
multi-agent system
(1)
decentralized fusion
(1)
online learning
(1)
decentralized data fusion
(1)
Papers
Collective Online Learning of Gaussian Processes in Massive Multi-Agent Systems
AAAI 2019
DrMAD: Distilling Reverse-Mode Automatic Differentiation for Optimizing Hyperparameters of Deep Neural Networks
IJCAI 2016
A General Framework for Interacting Bayes-Optimally with Self-Interested Agents Using Arbitrary Parametric Model and Model Prior
IJCAI 2013
Gaussian Process-Based Decentralized Data Fusion and Active Sensing for Mobility-on-Demand System
RSS 2013
Interactive POMDP Lite: Towards Practical Planning to Predict and Exploit Intentions for Interacting with Self-Interested Agents
IJCAI 2013