Bobak Shahriari
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Advanced Multi-Objective Optimization Algorithms, Advanced Bandit Algorithms Research, Machine Learning and Data Classification, Adversarial Robustness in Machine Learning
Most-Cited Works
- → Taking the Human Out of the Loop: A Review of Bayesian Optimization(2015)5,592 cited
- → Gemma: Open Models Based on Gemini Research and Technology(2024)220 cited
- → Gemma 2: Improving Open Language Models at a Practical Size(2024)127 cited
- → Critic Regularized Regression(2020)90 cited
- On correlation and budget constraints in model-based bandit optimization with application to automatic machine learning(2014)
- → Acme: A Research Framework for Distributed Reinforcement Learning(2020)73 cited
- Making Efficient Use of Demonstrations to Solve Hard Exploration Problems(2019)
- → An Entropy Search Portfolio for Bayesian Optimization(2014)41 cited
- → Unbounded Bayesian Optimization via Regularization(2015)16 cited