Farnood Salehi

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farnood.salehi@epfl.ch +41 21 693 46 78

BC 205 (Bâtiment BC)
Station 14
CH-1015 Lausanne

Administrative data

Fields of expertise

Machine Learning 
Deep Learning 
Convex Optimization 
Bayesian Inference



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
E. Celis, F. Salehi and S. Salamatian
Manufacturing & Service Operations Management Society Conference (MSOM), 2017.
Auctions for Online Advertising with Constraints
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
F. Salehi, P. Thiran, E. Celis
Conference on Neural Information Processing Systems (NeurIPS), 2018.
Coordinate Descent with Bandit Sampling
F. Salehi, P. Thiran, E. Celis
arXiv:1708.02544 (currently under review at JMLR).
Stochastic Optimization 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