Ghazal Fazelnia

26 papers A* 3A 3B 3Journal 10Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deploying Semantic ID-based Generative Retrieval for Large-Scale Podcast Discovery at Spotify. CoRR Edoardo D'Amico, Marco De Nadai, Praveen Chandar, Divita Vohra, Shawn Lin, Max Lefarov, Paul Gigioli, Gustavo Penha, Ilya Kopysitsky, Ivo Joel Senese, Darren Mei, Francesco Fabbri, Oguz Semerci, Yu Zhao, Vincent Tang, Brian St. Thomas, Alexandra Ranieri, Matthew N. K. Smith, Aaron Bernkopf, Bryan Leung, Ghazal Fazelnia, Mark VanMiddlesworth, Timothy Christopher Heath, Petter Pehrson Skidén, Alice Y. Wang, Doug J. Cole, Andreas Damianou, Maya Hristakeva, Reid Wilbur, Tarun Chillara, Vladan Radosavljevic, Pooja Chitkara, Sainath Adapa, Juan Elenter, Bernd Huber, Jacqueline Wood, Saaketh Vedantam, Jan Stypka, Sandeep Ghael, Martin D. Gould, David Murgatroyd, Yves Raimond, Mounia Lalmas, Paul N. Bennett
2025	J	`jnl`	Embedding-to-Prefix: Parameter-Efficient Personalization for Pre-Trained Large Language Models. CoRR Bernd Huber, Ghazal Fazelnia, Andreas Damianou, Sebastian Peleato, Max Lefarov, Praveen Ravichandran, Marco De Nadai, Mounia Lalmas-Roelleke, Paul N. Bennett
2025	A	`conf`	Generalized User Representations for Large-Scale Recommendations and Downstream Tasks. RecSys Ghazal Fazelnia, Sanket Gupta, Claire Keum, Mark Koh, Timothy Christopher Heath, Guillermo Carrasco Hernández, Stephen Xie, Nandini Singh, Ian Anderson, Maya Hristakeva, Petter Pehrson Skidén, Mounia Lalmas
2025	B	`conf`	Stochastic Variational Inference with Tuneable Stochastic Annealing. IEEE Big Data John Paisley, Ghazal Fazelnia, Brian Barr
2025	J	`jnl`	Stochastic Variational Inference with Tuneable Stochastic Annealing. CoRR John Paisley, Ghazal Fazelnia, Brian Barr
2024	J	`jnl`	Generalized User Representations for Transfer Learning. CoRR Ghazal Fazelnia, Sanket Gupta, Claire Keum, Mark Koh, Ian Anderson, Mounia Lalmas
2023	A	`conf`	Graph Learning for Exploratory Query Suggestions in an Instant Search System. CIKM 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
2022	A*	`conf`	Choice of Implicit Signal Matters: Accounting for User Aspirations in Podcast Recommendations. WWW Zahra Nazari, Praveen Chandar, Ghazal Fazelnia, Catherine M. Edwards, Benjamin A. Carterette, Mounia Lalmas
2022	B	`conf`	Probabilistic Orthogonal Matching Pursuit. IEEE Big Data Ghazal Fazelnia, John W. Paisley
2022	A	`conf`	Variational User Modeling with Slow and Fast Features. WSDM Ghazal Fazelnia, Eric Simon, Ian Anderson, Benjamin A. Carterette, Mounia Lalmas
2021	J	`jnl`	Model Selection for Production System via Automated Online Experiments. CoRR Zhenwen Dai, Praveen Chandar, Ghazal Fazelnia, Ben Carterette, Mounia Lalmas-Roelleke
2020	—	`conf`	Mixed membership recurrent neural networks for modeling customer purchases. ICAIF Ghazal Fazelnia, Mark Ibrahim, Ceena Modarres, Kevin Wu, John W. Paisley
2020	A*	`conf`	Model Selection for Production System via Automated Online Experiments. NeurIPS Zhenwen Dai, Praveen Chandar, Ghazal Fazelnia, Benjamin A. Carterette, Mounia Lalmas
2020	J	`jnl`	Trajectory Based Podcast Recommendation. CoRR Greg Benton, Ghazal Fazelnia, Alice Wang, Ben Carterette
2019	J	`jnl`	Transformation of Optimal Centralized Controllers Into Near-Globally Optimal Static Distributed Controllers. IEEE Trans. Autom. Control. Salar Fattahi, Ghazal Fazelnia, Javad Lavaei, Murat Arcak
2018	A*	`conf`	CRVI: Convex Relaxation for Variational Inference. ICML Ghazal Fazelnia, John W. Paisley
2018	J	`jnl`	Mixed Membership Recurrent Neural Networks. CoRR Ghazal Fazelnia, Mark Ibrahim, Ceena Modarres, Kevin Wu, John W. Paisley
2017	J	`jnl`	Convex Relaxation for Optimal Distributed Control Problems. IEEE Trans. Autom. Control. Ghazal Fazelnia, Ramtin Madani, Abdulrahman Kalbat, Javad Lavaei
2017	J	`jnl`	Finding Low-rank Solutions of Sparse Linear Matrix Inequalities using Convex Optimization. SIAM J. Optim. Ramtin Madani, Somayeh Sojoudi, Ghazal Fazelnia, Javad Lavaei
2015	—	`conf`	Transformation of optimal centralized controllers into near-global static distributed controllers. CDC Salar Fattahi, Ghazal Fazelnia, Javad Lavaei
2014	—	`conf`	Convex relaxation for optimal distributed control problem. CDC Ghazal Fazelnia, Ramtin Madani, Javad Lavaei
2014	—	`conf`	Efficient convex relaxation for stochastic optimal distributed control problem. Allerton Abdulrahman Kalbat, Ramtin Madani, Ghazal Fazelnia, Javad Lavaei
2014	—	`conf`	Graph-theoretic algorithms for polynomial optimization problems. CDC Somayeh Sojoudi, Ramtin Madani, Ghazal Fazelnia, Javad Lavaei
2014	—	`conf`	Low-rank solutions of matrix inequalities with applications to polynomial optimization and matrix completion problems. CDC Ramtin Madani, Ghazal Fazelnia, Somayeh Sojoudi, Javad Lavaei
2012	B	`conf`	Mobile cloud management: A new framework. PIMRC Mohammad Javad Salehi, Babak Hossein Khalaj, Marcos D. Katz, Ghazal Fazelnia, Parishad Karimi
2012	—	`conf`	Mobile clouds: How to find opportunities. CAMAD Mohammad Javad Salehi, Babak Hossein Khalaj, Marcos D. Katz, Ghazal Fazelnia, Parishad Karimi, Javier Del Ser