Ghazal Fazelnia

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 14

Top Topics

Convex Relaxation

Top Venues

IEEE Trans. Autom. Control.

Publications

Ghazal Fazelnia, Sanket Gupta, Claire Keum, Mark Koh, Ian Anderson, Mounia Lalmas
Generalized User Representations for Transfer Learning. CoRR (2024)
Enrico Palumbo, Andreas Damianou, Alice Wang, Alva Liu, Ghazal Fazelnia, Francesco Fabbri, Rui Ferreira, Fabrizio Silvestri, Hugues Bouchard, Claudia Hauff, Mounia Lalmas, Ben Carterette, Praveen Chandar, David Nyhan
Graph Learning for Exploratory Query Suggestions in an Instant Search System. CIKM (2023)
Ghazal Fazelnia, Eric Simon, Ian Anderson, Benjamin A. Carterette, Mounia Lalmas
Variational User Modeling with Slow and Fast Features. WSDM (2022)
Ghazal Fazelnia, John W. Paisley
Probabilistic Orthogonal Matching Pursuit. Big Data (2022)
Zahra Nazari, Praveen Chandar, Ghazal Fazelnia, Catherine M. Edwards, Benjamin A. Carterette, Mounia Lalmas
Choice of Implicit Signal Matters: Accounting for User Aspirations in Podcast Recommendations. WWW (2022)
Zhenwen Dai, Praveen Chandar, Ghazal Fazelnia, Ben Carterette, Mounia Lalmas-Roelleke
Model Selection for Production System via Automated Online Experiments. CoRR (2021)
Zhenwen Dai, Praveen Chandar, Ghazal Fazelnia, Benjamin A. Carterette, Mounia Lalmas
Model Selection for Production System via Automated Online Experiments. NeurIPS (2020)
Greg Benton, Ghazal Fazelnia, Alice Wang, Ben Carterette
Trajectory Based Podcast Recommendation. CoRR (2020)
Ghazal Fazelnia, Mark Ibrahim, Ceena Modarres, Kevin Wu, John W. Paisley
Mixed membership recurrent neural networks for modeling customer purchases. ICAIF (2020)
Salar Fattahi, Ghazal Fazelnia, Javad Lavaei, Murat Arcak
Transformation of Optimal Centralized Controllers Into Near-Globally Optimal Static Distributed Controllers. IEEE Trans. Autom. Control. 64 (1) (2019)
Ghazal Fazelnia, John W. Paisley
CRVI: Convex Relaxation for Variational Inference. ICML (2018)
Ghazal Fazelnia, Mark Ibrahim, Ceena Modarres, Kevin Wu, John W. Paisley
Mixed Membership Recurrent Neural Networks. CoRR (2018)
Ramtin Madani, Somayeh Sojoudi, Ghazal Fazelnia, Javad Lavaei
Finding Low-rank Solutions of Sparse Linear Matrix Inequalities using Convex Optimization. SIAM J. Optim. 27 (2) (2017)
Ghazal Fazelnia, Ramtin Madani, Abdulrahman Kalbat, Javad Lavaei
Convex Relaxation for Optimal Distributed Control Problems. IEEE Trans. Autom. Control. 62 (1) (2017)
Salar Fattahi, Ghazal Fazelnia, Javad Lavaei
Transformation of optimal centralized controllers into near-global static distributed controllers. CDC (2015)
Abdulrahman Kalbat, Ramtin Madani, Ghazal Fazelnia, Javad Lavaei
Efficient convex relaxation for stochastic optimal distributed control problem. Allerton (2014)
Ghazal Fazelnia, Ramtin Madani, Javad Lavaei
Convex relaxation for optimal distributed control problem. CDC (2014)
Ramtin Madani, Ghazal Fazelnia, Somayeh Sojoudi, Javad Lavaei
Low-rank solutions of matrix inequalities with applications to polynomial optimization and matrix completion problems. CDC (2014)
Somayeh Sojoudi, Ramtin Madani, Ghazal Fazelnia, Javad Lavaei
Graph-theoretic algorithms for polynomial optimization problems. CDC (2014)
Mohammad Javad Salehi, Babak Hossein Khalaj, Marcos D. Katz, Ghazal Fazelnia, Parishad Karimi, Javier Del Ser
Mobile clouds: How to find opportunities. CAMAD (2012)
Mohammad Javad Salehi, Babak Hossein Khalaj, Marcos D. Katz, Ghazal Fazelnia, Parishad Karimi
Mobile cloud management: A new framework. PIMRC (2012)