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Workshop
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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
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Poster
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Thu 9:00
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Active Learning with Neural Networks: Insights from Nonparametric Statistics
Yinglun Zhu · Robert Nowak
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Poster
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Thu 14:00
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Efficient Active Learning with Abstention
Yinglun Zhu · Robert Nowak
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Competition
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Tue 14:30
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Invited talk: "Predicting mouse neural activity with models trained through supervised, unsupervised, and reinforcement learning"
Grace Lindsay
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Workshop
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Learning Mixture Structure on Multi-Source Time Series for Probabilistic Forecasting
Tian Guo
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Workshop
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Provable Active Learning of Neural Networks for Parametric PDEs
Aarshvi Gajjar · Chinmay Hegde · Christopher Musco
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Workshop
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Fri 11:09
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An Active Learning Reliability Method for Systems with Partially Defined Performance Functions
Jonathan Sadeghi
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Poster
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Active Learning for Multiple Target Models
Ying-Peng Tang · Sheng-Jun Huang
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Workshop
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Fri 11:18
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Uncertainty Disentanglement with Non-stationary Heteroscedastic Gaussian Processes for Active Learning
Zeel B Patel
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Poster
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Thu 14:00
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Pre-activation Distributions Expose Backdoor Neurons
Runkai Zheng · Rongjun Tang · Jianze Li · Li Liu
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Poster
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Thu 14:00
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Local Bayesian optimization via maximizing probability of descent
Quan Nguyen · Kaiwen Wu · Jacob Gardner · Roman Garnett
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Workshop
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Active Learning with Table Language Models
Martin Ringsquandl · Aneta Koleva
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