PhD Defense - March 2018, Paris - France:

• Bekhti, Y., Contributions to sparse source localization for MEG/EEG brain imaging. (talk)

Generative models, parameter learning, and sparsity - November 2017, Cambridge - UK:

• Bekhti, Y., Lucka, F., Salmon, J., and Gramfort, A., A hierarchical Bayesian perspective on majorization-minimization for non-convex sparse regression: application to M/EEG source imaging, poster presented at Isaac Newton Institute, November 2017 - Cambridge, UK.

EUSIPCO - August 2017, Kos - Greece:

• Bekhti, Y., Badeau, R., and Gramfort, A., Hyperparameter Estimation in Maximum a Posteriori Regression Using Group Sparsity with an Application to Brain Imaging, Talk presented at EUSIPCO, August 2017 - Kos, Greece.

Deep Learning Seminar - March 2017, Télécom ParisTech, Paris:

• Chapter 8 of Goodfellow et al. book: Regularization for Deep Learning. [Slides]

Women in Machine Learning collocated with NIPS - December 2016, Barcelona - Spain:

• Bekhti, Y., Strohmeier, D., Jas, M., Badeau, R., and Gramfort, A., M/EEG source localization with multi-scale time-frequency dictionaries, Poster presented at WiML, December 2016 - Barcelona, Spain.

CRCNS - October 2016, Paris - France:

• Bekhti, Y., Strohmeier, D., Jas, M., Badeau, R., and Gramfort, A., M/EEG source localization with multi-scale time-frequency dictionaries, Poster presented at CRCNS, October 2016 - Paris, France.
• Bekhti, Y., Jas, M., Guerin, J., Law, R., Lee, S., Pirondini, E., Sundaram, P., Asaad, W., Gramfort, A., Hämäläinen, M., and Jones, S., Integrating MEG/EEG, Computational Modeling, And Intracranial Recordings To Reveal Mechanisms And Functions of Human Thalamocortical Dynamics, Poster presented at CRCNS, October 2016 - Paris, France.
• Jas, M., Engemann, D., Raimondo, F., Bekhti, Y., and Gramfort, A., Automated rejection and repair of bad trials in MEG/EEG, Poster presented at CRCNS, October 2016 - Paris, France.

BIOMAG - October 2016, Seoul - South Korea:

• Bekhti, Y., Strohmeier, D., Jas, M., Badeau, R., and Gramfort, A., M/EEG source localization with multi-scale time-frequency dictionaries, Poster presented at BIOMAG, October 2016 - Seoul, South Korea.
• Gramfort , A., Engemann, D., Larson, E., Jas, M., Brooks; T., Leppakangas, J., van Vliet, M., Brodbeck, C., Wronkiewicz, M., Strohmeier, D., Sassenhagen, J., KING, J.R., Holdgraf, C., Trachel, R., Bekhti, Y., Raimondo, F., Parkkonen, L., Hamalainen, M., MEG and EEG data processing using MNE: News from the trenches, Poster presented at BIOMAG, October 2016 - Seoul, South Korea.
• Jas, M., Engemann, D., Raimondo, F., Bekhti, Y., and Gramfort, A., Automated rejection and repair of bad trials in MEG/EEG, Poster presented at BIOMAG, October 2016 - Seoul, South Korea.

OHBM - June 2016, Geneva - Switzerland:

• Gramfort , A., Engemann, D., Larson, E., Jas, M., Brooks; T., Leppakangas, J., van Vliet, M., Brodbeck, C., Wronkiewicz, M., Strohmeier, D., Sassenhagen, J., KING, J.R., Holdgraf, C., Trachel, R., Bekhti, Y., Raimondo, F., Parkkonen, L., Hamalainen, M., MEG and EEG data processing using MNE: News from the trenches, Poster presented at OHBM, June 2016 - Geneva, Switzerland.
• Jas, M., Engemann, D., Raimondo, F., Bekhti, Y., and Gramfort, A., Automated rejection and repair of bad trials in MEG/EEG, Poster presented at Human Brain Mapping (OHBM), June 2016 - Geneva, Switzerland.

Pattern Recognition in NeuroImaging - June 2016, Trento - Italy:

• Bekhti, Y., M/EEG source localization with multi-scale time-frequency dictionaries, Talk presented at PRNI, June 2016 - Trento, Italy.

Télécom ParisTech, Paris - France:

• Bekhti, Y., Tutorial on Proximal algorithms at AAO - Télécom ParisTech, June 2016 - Paris, France.
• Bekhti, Y., Source localization for functional brain imaging with M/EEG, Talk presented at Séminaire en Imagerie Médicale (organisé par Isabelle Bloch), April 2016 - Paris, France.
• Bekhti, Y., Badeau, R., and Gramfort, A., Source localization for functional brain imaging with M/EEG, Poster presented at "Journée Futur & Ruptures", January 2016 - Paris, France.

Women in Machine Learning collocated with NIPS - December 2015, Montréal - Canada:

• Bekhti, Y., Gramfort, A., and van Wassenhove, V., Brain reading with ordered targets using ranking metric, Poster presented at WiML, December 2015 - Montréal, Canada.

Pattern Recognition in NeuroImaging - June 2014, Tubingen - Germany:

• Bekhti, Y., Zilber, N., Pedregosa, F., Ciuciu, P., van Wassenhove, V., and Gramfort, A., Decoding perceptual thresholds from MEG/EEG. Talk presented by Alexandre Gramfort at PRNI, June 2014 - Tubingen, Germany.