Abbas Kazerouni

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 12

Top Topics

Active Learning

Multi Armed Bandit Problems

Top Venues

IEEE Signal Process. Lett.

Oper. Res. Lett.

Publications

Mia Garrard, Hanson Wang, Ben Letham, Shaun Singh, Abbas Kazerouni, Sarah Tan, Zehui Wang, Yin Huang, Yichun Hu, Chad Zhou, Norm Zhou, Eytan Bakshy
Practical Policy Optimization with Personalized Experimentation. CoRR (2023)
Deeksha Sinha, Karthik Abinav Sankararaman, Abbas Kazerouni, Vashist Avadhanula
Multi-Armed Bandits with Cost Subsidy. AISTATS (2021)
Zhizhen Zhong, Manya Ghobadi, Maximilian Balandat, Sanjeevkumar Katti, Abbas Kazerouni, Jonathan Leach, Mark McKillop, Ying Zhang
BOW: First Real-World Demonstration of a Firewall-based Bayesian Optimization System for Wavelength Deployment. OFC (2021)
Abbas Kazerouni, Lawrence M. Wein
Best arm identification in generalized linear bandits. Oper. Res. Lett. 49 (3) (2021)
Deeksha Sinha, Karthik Abinav Sankararama, Abbas Kazerouni, Vashist Avadhanula
Multi-armed Bandits with Cost Subsidy. CoRR (2020)
Abbas Kazerouni, Qi Zhao, Jing Xie, Sandeep Tata, Marc Najork
Active Learning for Skewed Data Sets. CoRR (2020)
Abbas Kazerouni, Lawrence M. Wein
Best Arm Identification in Generalized Linear Bandits. CoRR (2019)
Daniel Russo, Benjamin Van Roy, Abbas Kazerouni, Ian Osband, Zheng Wen
A Tutorial on Thompson Sampling. Found. Trends Mach. Learn. 11 (1) (2018)
Abbas Kazerouni, Mohammad Ghavamzadeh, Yasin Abbasi, Benjamin Van Roy
Conservative Contextual Linear Bandits. NIPS (2017)
Daniel Russo, Benjamin Van Roy, Abbas Kazerouni, Ian Osband
A Tutorial on Thompson Sampling. CoRR (2017)
Abbas Kazerouni, Benjamin Van Roy
Learning to Price with Reference Effects. CoRR (2017)
Abbas Kazerouni, Mohammad Ghavamzadeh, Benjamin Van Roy
Conservative Contextual Linear Bandits. CoRR (2016)
Abbas Kazerouni, Ayfer Özgür
Optimal online strategies for an energy harvesting system with Bernoulli energy recharges. WiOpt (2015)
Abbas Kazerouni, F. Javier López-Martínez, Andrea Goldsmith
Increasing capacity in massive MIMO cellular networks via small cells. GLOBECOM Workshops (2014)
Abbas Kazerouni, Ulugbek Kamilov, Emrah Bostan, Michael Unser
Bayesian Denoising: From MAP to MMSE Using Consistent Cycle Spinning. IEEE Signal Process. Lett. 20 (3) (2013)