David Leslie
8 papers · 2016–2021 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Academic Marathon (5)
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Cross-Pollinator
(14)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(22)
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Trend Setter
Conferences
NIPS (3)
ACL (1)
AISTATS (1)
COLING (1)
ICML (1)
OSDI (1)
Top co-authors
Keywords
nash equilibrium
(2)
model selection
(2)
bayesian regret
(2)
thompson sampling
(2)
cross validation
(1)
gaussian process
(1)
online learning
(1)
mirror descent
(1)
computational efficiency
(1)
poisson process
(1)
bayesian optimization
(1)
nonparametric inference
(1)
parameter tuning
(1)
no-regret learning
(1)
eluder dimension
(1)
variance reduction
(1)
hyperparameter optimization
(1)
multi-armed bandit
(1)
zero-sum game
(1)
multi-agent reinforcement learning
(1)
Papers
Decentralized Q-learning in Zero-sum Markov Games
NIPS 2021
BOSS: Bayesian Optimization over String Spaces
NIPS 2020
On Thompson Sampling for Smoother-than-Lipschitz Bandits
AISTATS 2020
Adaptive Sensor Placement for Continuous Spaces
ICML 2019
FIESTA: Fast IdEntification of State-of-The-Art models using adaptive bandit algorithms
ACL 2019
Bandit Learning in Concave N-Person Games
NIPS 2018
Using J-K-fold Cross Validation To Reduce Variance When Tuning NLP Models
COLING 2018
REX: A Development Platform and Online Learning Approach for Runtime Emergent Software Systems
OSDI 2016