Farnood Salehi

photo placeholder image

farnood.salehi@epfl.ch +41 21 69 34678

EPFL IC IINFCOM INDY2
BC 205 (Bâtiment BC)
Station 14
CH-1015 Lausanne

Site web: http://phd.epfl.ch/edic/
Unité: EDIC

perm_contact_calendarvCard
Données administratives

Compétences

Machine Learning
Deep Learning
Convex Optimization
Bayesian Inference

Publications

Autres publications

P. Pad, F. Salehi, E. Celis, P. Thiran and M. Unser
International Conference on Machine Learning (ICML), 2017.
Dictionary Learning Based on Sparse Distribution Tomography
E. Celis, F. Salehi and S. Salamatian
Manufacturing & Service Operations Management Society Conference (MSOM), 2017.
Auctions for Online Advertising with Constraints
F. Salehi, P. Thiran, E. Celis
Conference on Neural Information Processing Systems (NeurIPS), 2018.
Coordinate Descent with Bandit Sampling
E. Celis, S. Kapoor, F. Salehi, N. Vishnoi
ACM Conference on Fairness, Accountability, and Transparency (FAT*), 2019.
Controlling Polarization in Personalization: An Algorithmic Framework (best paper award)
F. Salehi, R. Bamler, S. Mandt
Conference on Uncertainty in Artificial Intelligence (UAI), 2019.
Augmenting and Tuning Knowledge Graph Embeddings
F. Salehi, P. Thiran, E. Celis
arXiv:1708.02544 (currently under review at JMLR).
Stochastic Optimization with Bandit Sampling
F. Salehi, E. Celis
Presented at the International Symposium on Mathematical Programming (ISMP), 2015, arXiv:1704.04470.
Learn From the Neighbor: Stochastic and Adversarial Bandits in a Network