Abbas Kazerouni

According to our database, Abbas Kazerouni authored at least 14 papers between 2013 and 2023.

Collaborative distances:

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

2023

Practical Policy Optimization with Personalized Experimentation.

Mia Garrard, Hanson Wang, Ben Letham, Shaun Singh, Abbas Kazerouni, Sarah Tan, Zehui Wang, Yin Huang, Yichun Hu, Chad Zhou, Norm Zhou, Eytan Bakshy

CoRR, 2023

2021

Best arm identification in generalized linear bandits.

Abbas Kazerouni, Lawrence M. Wein

Oper. Res. Lett., 2021

BOW: First Real-World Demonstration of a Firewall-based Bayesian Optimization System for Wavelength Deployment.

Zhizhen Zhong, Manya Ghobadi, Maximilian Balandat, Sanjeevkumar Katti, Abbas Kazerouni, Jonathan Leach, Mark McKillop, Ying Zhang

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Multi-Armed Bandits with Cost Subsidy.

Deeksha Sinha, Karthik Abinav Sankararaman, Abbas Kazerouni, Vashist Avadhanula

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Multi-armed Bandits with Cost Subsidy.

Deeksha Sinha, Karthik Abinav Sankararama, Abbas Kazerouni, Vashist Avadhanula

CoRR, 2020

Active Learning for Skewed Data Sets.

Abbas Kazerouni, Qi Zhao, Jing Xie, Sandeep Tata, Marc Najork

CoRR, 2020

2018

A Tutorial on Thompson Sampling.

Daniel Russo, Benjamin Van Roy, Abbas Kazerouni, Ian Osband, Zheng Wen

Found. Trends Mach. Learn., 2018

2017

Learning to Price with Reference Effects.

Abbas Kazerouni, Benjamin Van Roy

CoRR, 2017

A Tutorial on Thompson Sampling.

Daniel Russo, Benjamin Van Roy, Abbas Kazerouni, Ian Osband

CoRR, 2017

Conservative Contextual Linear Bandits.

Abbas Kazerouni, Mohammad Ghavamzadeh, Yasin Abbasi, Benjamin Van Roy

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016

Conservative Contextual Linear Bandits.

Abbas Kazerouni, Mohammad Ghavamzadeh, Benjamin Van Roy

CoRR, 2016

2015

Optimal online strategies for an energy harvesting system with Bernoulli energy recharges.

Abbas Kazerouni, Ayfer Özgür

Proceedings of the 13th International Symposium on Modeling and Optimization in Mobile, 2015

2014

Increasing capacity in massive MIMO cellular networks via small cells.

Abbas Kazerouni, Francisco Javier López-Martínez, Andrea Goldsmith

Proceedings of the 2014 IEEE GLOBECOM Workshops, Austin, TX, USA, December 8-12, 2014, 2014

2013

Bayesian Denoising: From MAP to MMSE Using Consistent Cycle Spinning.

Abbas Kazerouni, Ulugbek Kamilov, Emrah Bostan, Michael Unser

IEEE Signal Process. Lett., 2013