Chansoo Lee
10 papers · 2013–2024 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (27)
💎
Century Club · Bronze
🚀
Conference Pioneer
🗃️
Keyword Collector
(55)
Top co-authors
Research topics
Machine Learning
(10)
Optimization & Theory
(8)
Artificial Intelligence
(6)
Learning Types · Machine Learning
(6)
Mathematics & Optimization
(5)
Optimization
(5)
Core AI
(4)
Learning Paradigms · Artificial Intelligence
(3)
Deep Learning
(2)
Architectures
(2)
Natural Language Processing
(1)
Application Areas
(1)
Core Methods
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
regret bound
(3)
online learning
(3)
black-box optimization
(2)
gaussian process
(2)
hyperparameter tuning
(2)
multi-armed bandit
(2)
feature learning
(1)
multi-task learning
(1)
differential privacy
(1)
feature selection
(1)
hyperparameter optimization
(1)
kl divergence
(1)
bipartite matching
(1)
pac learning
(1)
transfer learning
(1)
regret analysis
(1)
online optimization
(1)
algorithmic stability
(1)
online convex optimization
(1)
visual recognition
(1)
Papers
Position: Leverage Foundational Models for Black-Box Optimization
ICML 2024
Pre-trained Gaussian Processes for Bayesian Optimization
JMLR 2024
Open Source Vizier: Distributed Infrastructure and API for Reliable and Flexible Blackbox Optimization
AutoML 2022
Towards Learning Universal Hyperparameter Optimizers with Transformers
NeurIPS 2022
Gradientless Descent: High-Dimensional Zeroth-Order Optimization
ICLR 2020
Online Learning via the Differential Privacy Lens
NeurIPS 2019
Hardness of Online Sleeping Combinatorial Optimization Problems
NeurIPS 2016
Fighting Bandits with a New Kind of Smoothness
NeurIPS 2015
Online Linear Optimization via Smoothing
COLT 2014
Learning and Selecting Features Jointly with Point-wise Gated Boltzmann Machines
ICML 2013