Huajie Qian
3 papers · 2021–2023 · 2 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(2)
🐝
Cross-Pollinator
(13)
Conferences
AISTATS (2)
AAAI (1)
Top co-authors
Keywords
stochastic gradient descent
(1)
nonconvex 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