Huajie Qian
3 papers · 2021–2023 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
stochastic gradient descent
(1)
non-convex optimization
(1)
uncertainty quantification
(1)
importance sampling
(1)
resource allocation
(1)
variance reduction
(1)
convergence rate
(1)
prediction interval
(1)
heterogeneous sampling
(1)
finite-sum objective
(1)
demand forecasting
(1)
finite-time convergence
(1)
Papers
AHPA: Adaptive Horizontal Pod Autoscaling Systems on Alibaba Cloud Container Service for Kubernetes
AAAI 2023
HeteRSGD: Tackling Heterogeneous Sampling Costs via Optimal Reweighted Stochastic Gradient Descent
AISTATS 2023
Learning Prediction Intervals for Regression: Generalization and Calibration
AISTATS 2021