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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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Poster
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Thu 14:00
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Effects of Data Geometry in Early Deep Learning
Saket Tiwari · George Konidaris
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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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Poster
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Tue 9:00
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Continual learning: a feature extraction formalization, an efficient algorithm, and fundamental obstructions
Binghui Peng · Andrej Risteski
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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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Poster
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Conditional Meta-Learning of Linear Representations
Giulia Denevi · Massimiliano Pontil · Carlo Ciliberto
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Poster
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Tue 9:00
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On Efficient Online Imitation Learning via Classification
Yichen Li · Chicheng Zhang
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