Abbas Kazerouni

15 papers A 1B 1Journal 10Unranked 3
YearRankTypeTitle / Venue / Authors
2023 J jnl
Practical Policy Optimization with Personalized Experimentation.
CoRR
Mia Garrard, Hanson Wang, Ben Letham, Shaun Singh, Abbas Kazerouni, Sarah Tan, Zehui Wang, Yin Huang, Yichun Hu, Chad Zhou, Norm Zhou, Eytan Bakshy
2021 — conf
BOW: First Real-World Demonstration of a Firewall-based Bayesian Optimization System for Wavelength Deployment.
OFC
Zhizhen Zhong, Manya Ghobadi, Maximilian Balandat, Sanjeevkumar Katti, Abbas Kazerouni, Jonathan Leach, Mark McKillop, Ying Zhang
2021 J jnl
Best arm identification in generalized linear bandits.
Oper. Res. Lett.
Abbas Kazerouni, Lawrence M. Wein
2021 A conf
Multi-Armed Bandits with Cost Subsidy.
AISTATS
Deeksha Sinha, Karthik Abinav Sankararaman, Abbas Kazerouni, Vashist Avadhanula
2020 J jnl
Active Learning for Skewed Data Sets.
CoRR
Abbas Kazerouni, Qi Zhao, Jing Xie, Sandeep Tata, Marc Najork
2020 J jnl
Multi-armed Bandits with Cost Subsidy.
CoRR
Deeksha Sinha, Karthik Abinav Sankararama, Abbas Kazerouni, Vashist Avadhanula
2019 J jnl
Best Arm Identification in Generalized Linear Bandits.
CoRR
Abbas Kazerouni, Lawrence M. Wein
2018 J jnl
A Tutorial on Thompson Sampling.
Found. Trends Mach. Learn.
Daniel Russo, Benjamin Van Roy, Abbas Kazerouni, Ian Osband, Zheng Wen
2017 J jnl
A Tutorial on Thompson Sampling.
CoRR
Daniel Russo, Benjamin Van Roy, Abbas Kazerouni, Ian Osband
2017 — conf
Conservative Contextual Linear Bandits.
NIPS
Abbas Kazerouni, Mohammad Ghavamzadeh, Yasin Abbasi, Benjamin Van Roy
2017 J jnl
Learning to Price with Reference Effects.
CoRR
Abbas Kazerouni, Benjamin Van Roy
2016 J jnl
Conservative Contextual Linear Bandits.
CoRR
Abbas Kazerouni, Mohammad Ghavamzadeh, Benjamin Van Roy
2015 B conf
Optimal online strategies for an energy harvesting system with Bernoulli energy recharges.
WiOpt
Abbas Kazerouni, Ayfer Özgür
2014 — conf
Increasing capacity in massive MIMO cellular networks via small cells.
GLOBECOM Workshops
Abbas Kazerouni, Francisco Javier López-Martínez, Andrea Goldsmith
2013 J jnl
Bayesian Denoising: From MAP to MMSE Using Consistent Cycle Spinning.
IEEE Signal Process. Lett.
Abbas Kazerouni, Ulugbek Kamilov, Emrah Bostan, Michael Unser