Bobak Shahriari
6 papers · 2014–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (11) π£ Hot Topic Early Bird π Cross-Pollinator (15) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
π§
Keyword Pioneer
π₯
Mega-Team
(20)
π
Trend Setter
Conferences
ICLR (3)
AISTATS (2)
NIPS (1)
Top co-authors
Keywords
bayesian optimization
(2)
offline reinforcement learning
(1)
policy optimization
(1)
global optimization
(1)
value function approximation
(1)
batch reinforcement learning
(1)
hyperparameter tuning
(1)
automatic machine learning
(1)
multi-armed bandit
(1)
budget constraint
(1)
correlation modeling
(1)
stochastic gradient descent
(1)
critic regularized regression
(1)
Papers
Learning from negative feedback, or positive feedback or both
ICLR 2025
BOND: Aligning LLMs with Best-of-N Distillation
ICLR 2025
Critic Regularized Regression
NIPS 2020
Making Efficient Use of Demonstrations to Solve Hard Exploration Problems
ICLR 2020
Unbounded Bayesian Optimization via Regularization
AISTATS 2016
On correlation and budget constraints in model-based bandit optimization with application to automatic machine learning
AISTATS 2014