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Search All 2022 Events
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Workshop
Active-Learning-as-a-Service: An Automatic and Efficient MLOps System for Data-Centric AI
Yizheng Huang · Huaizheng Zhang · Yuanming Li · Chiew Tong Lau · Yang You
Poster
Thu 9:00
Active Learning with Neural Networks: Insights from Nonparametric Statistics
Yinglun Zhu · Robert Nowak
Poster
Thu 14:00
Efficient Active Learning with Abstention
Yinglun Zhu · Robert Nowak
Competition
Tue 14:30
Invited talk: "Predicting mouse neural activity with models trained through supervised, unsupervised, and reinforcement learning"
Grace Lindsay
Workshop
Learning Mixture Structure on Multi-Source Time Series for Probabilistic Forecasting
Tian Guo
Workshop
Provable Active Learning of Neural Networks for Parametric PDEs
Aarshvi Gajjar · Chinmay Hegde · Christopher Musco
Workshop
Fri 11:09
An Active Learning Reliability Method for Systems with Partially Defined Performance Functions
Jonathan Sadeghi
Poster
Active Learning for Multiple Target Models
Ying-Peng Tang · Sheng-Jun Huang
Workshop
Fri 11:18
Uncertainty Disentanglement with Non-stationary Heteroscedastic Gaussian Processes for Active Learning
Zeel B Patel
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