Fang Zhou
6 papers · 2018–2024 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Sprint
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(18)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
stochastic optimization
(1)
ensemble learning
(1)
variance reduction
(1)
bias-variance tradeoff
(1)
linear mixed-effects model
(1)
end-to-end learning
(1)
model generalization
(1)
throughput optimization
(1)
client selection
(1)
cache management
(1)
peer-to-peer distribution
(1)
content distribution
(1)
decentralized data plane
(1)
centralized control plane
(1)
performance profiling
(1)
predictive performance
(1)
structured regression
(1)
distance correlation
(1)
model collaboration
(1)
federated learning
(1)
Papers
Acoustic changes in speech prosody produced by children with autism after robot-assisted speech training
Interspeech 2024
Fast Heterogeneous Federated Learning with Hybrid Client Selection
UAI 2023
Owl: Scale and Flexibility in Distribution of Hot Content
OSDI 2022
Pyramid Memory Block and Timestep Attention for Speech Emotion Recognition
Interspeech 2019
Generalization-Aware Structured Regression towards Balancing Bias and Variance
IJCAI 2018
wPerf: Generic Off-CPU Analysis to Identify Bottleneck Waiting Events
OSDI 2018