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