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Research Output 2003 2019

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Conference contribution
2017
9 Citations (Scopus)

A reinforcement learning approach to weaning of mechanical ventilation in intensive care units

Prasad, N., Cheng, L. F., Chivers, C., Draugelis, M. & Engelhardt Martin, B., Jan 1 2017, Uncertainty in Artificial Intelligence - Proceedings of the 33rd Conference, UAI 2017. AUAI Press Corvallis

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intensive care units
Reinforcement learning
Feedforward neural networks
Learning algorithms
Ventilation
2016
2 Citations (Scopus)

Hierarchical compound poisson factorization

Basbug, M. E. & Engelhardt Martin, B., Jan 1 2016, 33rd International Conference on Machine Learning, ICML 2016. International Machine Learning Society (IMLS), Vol. 4. p. 2665-2674 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Factorization
Collaborative filtering
Recommender systems
Scalability
2006
2 Citations (Scopus)

A graphical model for predicting protein molecular function

Engelhardt Martin, B., Jordan, M. I. & Brenner, S. E., Dec 1 2006, ACM International Conference Proceeding Series - Proceedings of the 23rd International Conference on Machine Learning, ICML 2006. p. 297-304 8 p. (ACM International Conference Proceeding Series; vol. 148).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Proteins
8 Citations (Scopus)

A graphical model for predicting protein molecular function

Engelhardt Martin, B., Jordan, M. I. & Brenner, S. E., Oct 6 2006, ICML 2006 - Proceedings of the 23rd International Conference on Machine Learning. p. 297-304 8 p. (ICML 2006 - Proceedings of the 23rd International Conference on Machine Learning; vol. 2006).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Proteins