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Mahdi Karami
Mahdi Karami
Machine Learning Scientist
Verified email at ualberta.ca - Homepage
Title
Cited by
Cited by
Year
Invertible convolutional flow
M Karami, D Schuurmans, J Sohl-Dickstein, L Dinh, D Duckworth
Advances in Neural Information Processing Systems 32, 2019
472019
Channel adaptive power allocation and pilot optimization for OFDM systems
M Karami, NC Beaulieu
2012 IEEE Global Communications Conference (GLOBECOM), 4893-4898, 2012
152012
Deep probabilistic canonical correlation analysis
M Karami, D Schuurmans
Proceedings of the AAAI Conference on Artificial Intelligence 35 (9), 8055-8063, 2021
92021
Pilot symbol parameter optimization based on imperfect channel state prediction for OFDM systems
M Karami, A Olfat, NC Beaulieu
IEEE transactions on communications 61 (6), 2557-2567, 2013
92013
DP-VAE: Differentially Private Pre-trained Variational Autoencoders
D Jiang, G Zhang, M Karami, X Chen, Y Shao, Y Yu
arXiv preprint arXiv:2208.03409, 2022
82022
Generative convolutional flow for density estimation
M Karami, L Dinh, D Duckworth, J Sohl-Dickstein, D Schuurmans
Workshop on Bayesian Deep Learning NeurIPS 2018, 2018
62018
Variational inference for deep probabilistic canonical correlation analysis
M Karami, D Schuurmans
arXiv preprint arXiv:2003.04292, 2020
52020
Multi-view matrix factorization for linear dynamical system estimation
M Karami, M White, D Schuurmans, C Szepesvári
Advances in Neural Information Processing Systems 30, 2017
52017
Higen: Hierarchical graph generative networks
M Karami
arXiv preprint arXiv:2305.19337, 2023
32023
Federated Bayesian neural regression: A scalable global federated gaussian process
H Yu, K Guo, M Karami, X Chen, G Zhang, P Poupart
arXiv preprint arXiv:2206.06357, 2022
32022
Symmetric convolutional flow
M Karami, D Schuurmans, J Sohl-Dickstein, L Dinh, D Duckworth
Workshop on Invertible Neural Nets and Normalizing Flows (INNF), ICML, 2019
22019
Deep generative multi-view learning
M Karami
Machine Learning and Knowledge Discovery in Databases: International …, 2020
12020
Fast blind adaptive channel shortening using signal subspace
M Karami, A Olfat
VTC Spring 2008-IEEE Vehicular Technology Conference, 2621-2625, 2008
12008
Hierarchical Multi-Resolution Graph Generation Networks
M Karami, J Luo
2022
Robust One Round Federated Learning with Predictive Space Bayesian Inference
M Hasan, Z Zhang, K Guo, M Karami, G Zhang, X Chen, P Poupart
arXiv preprint arXiv:2206.09526, 2022
2022
Advances in Probabilistic Generative Models: Normalizing Flows, Multi-View Learning, and Linear Dynamical Systems
M Karami
2020
Pilot Symbol Assisted Adaptive Modulation for OFDM Systems with Imperfect Channel State Information
NCB Mahdi Karami, Ali Olfat
2010 IEEE Global Telecommunications Conference GLOBECOM 2010, 2010
2010
Optimal Linear Dynamical System Identification
M Karami, M White, D Schuurmans
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