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Poster
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Thu 16:30
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Discover-Then-Rank Unlabeled Support Vectors in the Dual Space for Multi-Class Active Learning
Dayou Yu · Weishi Shi · Qi Yu
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Poster
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Wed 17:00
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Towards Controlled Data Augmentations for Active Learning
Jianan Yang · Haobo Wang · Sai Wu · Gang Chen · Junbo Zhao
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Poster
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Tue 14:00
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Improved Active Multi-Task Representation Learning via Lasso
Yiping Wang · Yifang Chen · Kevin Jamieson · Simon Du
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Workshop
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Contextual Bandits and Imitation Learning with Preference-Based Active Queries
Ayush Sekhari · Karthik Sridharan · Wen Sun · Runzhe Wu
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Workshop
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Contextual Bandits and Imitation Learning with Preference-Based Active Queries
Ayush Sekhari · Karthik Sridharan · Wen Sun · Runzhe Wu
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Workshop
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A More Robust Baseline for Active Learning by Injecting Randomness to Uncertainty Sampling
Po-Yi Lu · Chun-Liang Li · Hsuan-Tien (Tien) Lin
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Poster
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Tue 17:00
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A Two-Stage Active Learning Algorithm for k-Nearest Neighbors
Nicholas Rittler · Kamalika Chaudhuri
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Workshop
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Active learning for time instant classification
Nauman Ahad · Namrata Nadagouda · Eva Dyer · Mark Davenport
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Poster
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Tue 17:00
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Disentangled Multi-Fidelity Deep Bayesian Active Learning
Dongxia Wu · Ruijia Niu · Matteo Chinazzi · Yian Ma · Rose Yu
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Workshop
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Inferring Hierarchical Structure in Multi-Room Maze Environments
Daria de Tinguy · Toon Van de Maele · Tim Verbelen · Bart Dhoedt
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Workshop
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Unsupervised Learning of Distributional Properties can Supplement Human Labeling and Increase Active Learning Efficiency in Anomaly Detection
Jaturong Kongmanee · Mark Chignell · Khilan Jerath · Abhay Raman
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Poster
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Tue 14:00
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Training-Free Neural Active Learning with Initialization-Robustness Guarantees
Apivich Hemachandra · Zhongxiang Dai · Jasraj Singh · See-Kiong Ng · Bryan Kian Hsiang Low
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