Bayesian Intelligent Autonomous Systems Lab

Onderzoeksoutput 1999 2019

Filter
Conferentiebijdrage
2019

Reparameterization gradient message passing

Akbayrak, S. & de Vries, B., sep 2019, 2019 27th European Signal Processing Conference, EUSIPCO 2019.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Message passing
2 Downloads (Pure)

Robust Bayesian beamforming for sources at different distances with applications in urban monitoring

Wijnings, P., Stuijk, S., de Vries, B. & Corporaal, H., mei 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Piscataway: Institute of Electrical and Electronics Engineers, blz. 4325-4329 5 blz. 8682835

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Beamforming
Acoustics
Sampling
Smart sensors
Importance sampling
2018
98 Downloads (Pure)

Acoustic scene classification from few examples

Bocharov, I., Tjalkens, T. & de Vries, B., sep 2018, 2018 26th European Signal Processing Conference, EUSIPCO 2018. Piscataway: Institute of Electrical and Electronics Engineers, Vol. 2018-September. blz. 862-866 5 blz. 8553184

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Classifiers
Acoustics
Hearing aids

ForneyLab.jl: a Julia toolbox for factor graph-based probabilistic programming

van de Laar, T. W., Cox, M. G. H. & de Vries, A., 8 aug 2018, JuliaCon.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademic

1 Citaat (Scopus)

Online variational message passing in the hierarchical Gaussian filter

Senoz, I. & De Vries, B., 17 sep 2018, 2018 IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2018 - Proceedings. Pustelnik, N., Tan, Z-H., Ma, Z. & Larsen, J. (redactie). Piscataway: IEEE Computer Society, Vol. 2018-September. 6 blz. 8517019

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Message passing
State estimation
Parameter estimation
Free energy
Casting
2 Citaties (Scopus)

Robust expectation propagation in factor graphs involving both continuous and binary variables

Cox, M. & de Vries, B., 29 nov 2018, 2018 26th European Signal Processing Conference, EUSIPCO 2018. Institute of Electrical and Electronics Engineers, blz. 2583-2587 5 blz. 8553490

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Message passing
Random variables
Labels
Availability
2017
53 Downloads (Pure)

A Gaussian process mixture prior for hearing loss modeling

Cox, M. G. H. & de Vries, A., 9 jun 2017, Benelearn 2017: Proceedings of the Twenty-Sixth Benelux Conference on Machine Learning, Technische Universiteit Eindhoven, 9-10 June 2017. Duivesteijn, W., Pechenizkiy, M. & Fletcher, G. H. L. (redactie). blz. 74-76

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Audition
Learning systems
Experiments
35 Downloads (Pure)

An in-situ trainable gesture classifier

van Diepen, A., Cox, M. G. H. & de Vries, A., 10 jun 2017, Benelearn 2017: Proceedings of the Twenty-Sixth Benelux Conference on Machine Learning, Technische Universiteit Eindhoven, 9-10 June 2017. Duivesteijn, W., Pechenizkiy, M. & Fletcher, G. H. L. (redactie). blz. 66-68

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
Gesture recognition
Classifiers
Casting
98 Downloads (Pure)

A parametric approach to Bayesian optimization with pairwise comparisons

Cox, M. G. H. & de Vries, A., 9 dec 2017, NIPS Workshop on Bayesian Optimization, December 9, 2017, Long Beach, USA.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Open Access
Bestand
1 Downloads (Pure)

K-shot learning of acoustic context

Bocharov, I., de Vries, A. & Tjalkens, T., 2017, NIPS Workshop on Machine Learning for Audio Signal Processing, 8 December 2017, Long Beach, California. blz. 1-6

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

2 Citaties (Scopus)
1 Downloads (Pure)

Smart office lighting control using occupancy sensors

Wang, X., Linnartz, J-P. & Tjalkens, T. J., 16 mei 2017, 2017 IEEE 14th International Conference on Networking, Sensing and Control (ICNSC) . Piscataway: Institute of Electrical and Electronics Engineers, 6 blz. 8000135

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Lighting
Sensors
Light emitting diodes
Energy utilization
1 Downloads (Pure)

Variational stabilized linear forgetting in state-space models

van de Laar, T. W., Cox, M. G. H., van Diepen, A. & de Vries, A., 23 okt 2017, 2017 25th European Signal Processing Conference (EUSIPCO), 28 August - 2 September 2017, Kos, Greece . Piscataway: Institute of Electrical and Electronics Engineers, blz. 818-822 5 blz. 8081321

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Message passing
State estimation
Parameter estimation
Switches
Data storage equipment
2016
2 Downloads (Pure)

An intelligent lighting system: learn user preferences from inconsistent feedback

Wang, X., Linnartz, J. P. & Tjalkens, T. J., 2016, Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct. New York: Association for Computing Machinery, Inc, blz. 1620-1626 7 blz.

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Lighting
Feedback
Learning algorithms
2015
1 Citaat (Scopus)

Using a penalized maximum likelihood model for feature selection

Jalalirad, A. & Tjalkens, T. J., 2015, Machine Learning for Signal Processing (MLSP), 2015 IEEE 25th International Workshop on. Institute of Electrical and Electronics Engineers

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

2014
1 Citaat (Scopus)
3 Downloads (Pure)

A probabilistic approach to hearing loss compensation

Farmani, M. & Vries, de, B., 2014, IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 21-24 September 2014, Reims, France. Piscataway: Institute of Electrical and Electronics Engineers, blz. 14-1/6

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Audition
Compaction
Hearing aids
Compensation and Redress
3 Citaties (Scopus)

Contrast-ultrasound dispersion imaging of cancer neovascularization by mutual-information analysis

Mischi, M., Bouhouch, N., Demi, L., Kuenen, M. P. J., Arnoud, P., Rosette, de la, J. J. M. C. H., Tjalkens, T. J. & Wijkstra, H., 2014, Proceedings of the 2014 IEEE International Ultrasonics Symposium (IUS), 3-6 September 2014, Chicago, Illinois. Piscataway: Institute of Electrical and Electronics Engineers, blz. 1148-1151

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

Ultrasonography
Prostatic Neoplasms
Contrast Media
Neoplasms
Spatio-Temporal Analysis
3 Downloads (Pure)

Maximum-likelihood feature model selection

Jalalirad, A. & Tjalkens, T. J., 2014, Proceedings of the 35th Symposium on Information Theory in the Benelux and the 4th Joint WIC/IEEE Symposium on Information Theory and Signal Processing in the Benelux, 12-13 May 2014, Eindhoven, The Netherlands. Skoric, B. & Ignatenko, T. (redactie). Eindhoven: Eindhoven University of Technology, blz. -126-131

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review