Workshop
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Batch Active Learning from the Perspective of Sparse Approximation
Maohao Shen · Yibo Jacky Zhang · Bowen Jiang · Sanmi Koyejo
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Workshop
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Machine Learning for Activity-Based Road Transportation Emissions Estimation
Derek Rollend
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Workshop
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Variational Bayesian Inference and Learning for Continuous Switching Linear Dynamical Systems
Jack Goffinet · David Carlson
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Poster
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Wed 14:00
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Active Learning Helps Pretrained Models Learn the Intended Task
Alex Tamkin · Dat Nguyen · Salil Deshpande · Jesse Mu · Noah Goodman
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Poster
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Tue 14:00
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Semi-supervised Active Linear Regression
Nived Rajaraman · Fnu Devvrit · Pranjal Awasthi
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Poster
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Wed 9:00
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Model-based Lifelong Reinforcement Learning with Bayesian Exploration
Haotian Fu · Shangqun Yu · Michael Littman · George Konidaris
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Workshop
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Fri 13:00
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Contrastive Learning of Electrodermal Activity Representations for Stress Detection
Katie Matton · Robert Lewis · John Guttag · Rosalind Picard
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Affinity Workshop
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Fair Active learning by exploiting causal data structure
Sindhu C M Gowda · Haoran Zhang · Marzyeh Ghassemi
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Workshop
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OpenAL: Evaluation and Interpretation of Active Learning Strategies
William JONAS · Alexandre Abraham · Léo Dreyfus-Schmidt
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Poster
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Tue 9:00
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Generalization Error Bounds on Deep Learning with Markov Datasets
Lan V. Truong
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Workshop
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Active Learning is a Strong Baseline for Data Subset Selection
Dongmin Park · Dimitris Papailiopoulos · Kangwook Lee
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Workshop
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Transfer NAS with Meta-learned Bayesian Surrogates
Gresa Shala · Thomas Elsken · Frank Hutter · Josif Grabocka
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