Bobak Shahriari
6 papers · 2014–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π₯
Mega-Team Β· Squad
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Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(3)
Optimization & Theory
(3)
Reinforcement Learning
(2)
Learning Types
(2)
Methods
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Learning Paradigms
(1)
Optimization
(1)
Resources & Methods
(1)
Keywords
bayesian optimization
(2)
stochastic gradient descent
(1)
offline reinforcement learning
(1)
imitation learning
(1)
policy optimization
(1)
sequential decision making
(1)
knowledge distillation
(1)
preference optimization
(1)
expectation maximization
(1)
reinforcement learning from human feedback
(1)
global optimization
(1)
distribution matching
(1)
value function approximation
(1)
batch reinforcement learning
(1)
hyperparameter tuning
(1)
automatic machine learning
(1)
multi-armed bandit
(1)
partially observable environment
(1)
language model
(1)
deep rl
(1)
Papers
BOND: Aligning LLMs with Best-of-N Distillation
ICLR 2025
Learning from negative feedback, or positive feedback or both
ICLR 2025
Critic Regularized Regression
NeurIPS 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