Efficient preference learning with pairwise continuous observations and Gaussian Processes. - Bjørn Sand Jensen; Jens Brehm Nielsen; Jan Larsen (MLSP, 2011)

Pseudo inputs for pairwise learning with Gaussian processes. - Jens Brehm Nielsen; Bjørn Sand Jensen; Jan Larsen (MLSP, 2012)

Efficient individualization of hearing aid processed sound. - Jens Brehm Nielsen; Jakob Nielsen (ICASSP, 2013)

Bounded Gaussian process regression. - Bjørn Sand Jensen; Jens Brehm Nielsen; Jan Larsen (MLSP, 2013)

Perception-Based Personalization of Hearing Aids Using Gaussian Processes and Active Learning. - Jens Brehm Bagger Nielsen; Jakob Nielsen; Jan Larsen (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

Systems for Personalization of Hearing Instruments:A Machine Learning Approach. - Jens Brehm Nielsen (2015)