Ghazal Fazelnia

According to our database, Ghazal Fazelnia authored at least 20 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Generalized User Representations for Transfer Learning.

Ghazal Fazelnia, Sanket Gupta, Claire Keum, Mark Koh, Ian Anderson, Mounia Lalmas

CoRR, 2024

2023

Graph Learning for Exploratory Query Suggestions in an Instant Search System.

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

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Choice of Implicit Signal Matters: Accounting for User Aspirations in Podcast Recommendations.

Zahra Nazari, Praveen Chandar, Ghazal Fazelnia, Catherine M. Edwards, Benjamin A. Carterette, Mounia Lalmas

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Variational User Modeling with Slow and Fast Features.

Ghazal Fazelnia, Eric Simon, Ian Anderson, Benjamin A. Carterette, Mounia Lalmas

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Probabilistic Orthogonal Matching Pursuit.

Ghazal Fazelnia, John W. Paisley

Proceedings of the IEEE International Conference on Big Data, 2022

2020

Trajectory Based Podcast Recommendation.

Greg Benton, Ghazal Fazelnia, Alice Wang, Ben Carterette

CoRR, 2020

Model Selection for Production System via Automated Online Experiments.

Zhenwen Dai, Praveen Chandar, Ghazal Fazelnia, Benjamin A. Carterette, Mounia Lalmas

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Mixed membership recurrent neural networks for modeling customer purchases.

Ghazal Fazelnia, Mark Ibrahim, Ceena Modarres, Kevin Wu, John W. Paisley

Proceedings of the ICAIF '20: The First ACM International Conference on AI in Finance, 2020

2019

Transformation of Optimal Centralized Controllers Into Near-Globally Optimal Static Distributed Controllers.

Salar Fattahi, Ghazal Fazelnia, Javad Lavaei, Murat Arcak

IEEE Trans. Autom. Control., 2019

2018

Mixed Membership Recurrent Neural Networks.

Ghazal Fazelnia, Mark Ibrahim, Ceena Modarres, Kevin Wu, John W. Paisley

CoRR, 2018

CRVI: Convex Relaxation for Variational Inference.

Ghazal Fazelnia, John W. Paisley

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Convex Relaxation for Optimal Distributed Control Problems.

Ghazal Fazelnia, Ramtin Madani, Abdulrahman Kalbat, Javad Lavaei

IEEE Trans. Autom. Control., 2017

Finding Low-rank Solutions of Sparse Linear Matrix Inequalities using Convex Optimization.

Ramtin Madani, Somayeh Sojoudi, Ghazal Fazelnia, Javad Lavaei

SIAM J. Optim., 2017

2015

Transformation of optimal centralized controllers into near-global static distributed controllers.

Salar Fattahi, Ghazal Fazelnia, Javad Lavaei

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

2014

Graph-theoretic algorithms for polynomial optimization problems.

Somayeh Sojoudi, Ramtin Madani, Ghazal Fazelnia, Javad Lavaei

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Low-rank solutions of matrix inequalities with applications to polynomial optimization and matrix completion problems.

Ramtin Madani, Ghazal Fazelnia, Somayeh Sojoudi, Javad Lavaei

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Convex relaxation for optimal distributed control problem.

Ghazal Fazelnia, Ramtin Madani, Javad Lavaei

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Efficient convex relaxation for stochastic optimal distributed control problem.

Abdulrahman Kalbat, Ramtin Madani, Ghazal Fazelnia, Javad Lavaei

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2012

Mobile cloud management: A new framework.

Mohammad Javad Salehi, Babak Hossein Khalaj, Marcos D. Katz, Ghazal Fazelnia, Parishad Karimi

Proceedings of the 23rd IEEE International Symposium on Personal, 2012

Mobile clouds: How to find opportunities.

Mohammad Javad Salehi, Babak Hossein Khalaj, Marcos D. Katz, Ghazal Fazelnia, Parishad Karimi, Javier Del Ser

Proceedings of the 17th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2012