Chansoo Lee
10 papers · 2013–2024 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (9) πΊοΈ Taxonomy Completionist (22)
π
Conference Polyglot
(6)
π
Academic Marathon
(11)
π
Century Club
(10)
π
Conference Pioneer
Conferences
NIPS (4)
ICML (2)
AUTOML (1)
COLT (1)
ICLR (1)
JMLR (1)
Top co-authors
Keywords
regret bound
(3)
online learning
(3)
multi-armed bandit
(2)
gaussian process
(2)
hyperparameter tuning
(2)
feature learning
(1)
multi-task learning
(1)
differential privacy
(1)
hyperparameter optimization
(1)
feature selection
(1)
kl divergence
(1)
pac learning
(1)
regret analysis
(1)
visual recognition
(1)
online convex optimization
(1)
transfer learning
(1)
online optimization
(1)
boltzmann machine
(1)
bayesian optimization
(1)
algorithmic stability
(1)
Papers
Position: Leverage Foundational Models for Black-Box Optimization
ICML 2024
Pre-trained Gaussian Processes for Bayesian Optimization
JMLR 2024
Towards Learning Universal Hyperparameter Optimizers with Transformers
NIPS 2022
Open Source Vizier: Distributed Infrastructure and API for Reliable and Flexible Blackbox Optimization
AUTOML 2022
Gradientless Descent: High-Dimensional Zeroth-Order Optimization
ICLR 2020
Online Learning via the Differential Privacy Lens
NIPS 2019
Hardness of Online Sleeping Combinatorial Optimization Problems
NIPS 2016
Fighting Bandits with a New Kind of Smoothness
NIPS 2015
Online Linear Optimization via Smoothing
COLT 2014
Learning and Selecting Features Jointly with Point-wise Gated Boltzmann Machines
ICML 2013