conftrace_

sequential optimization

30 papers

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Co-occurring keywords

bayesian optimization (624) gaussian process (1200) multi-armed bandit (1098) upper confidence bound (197) regret bound (1926) black-box optimization (183) online learning (1777) thompson sampling (237) sublinear regret (88) experimental design (89)

Papers

Scalable Acceleration for Classification-Based Derivative-Free Optimization AAAI 2025
Cylindrical Thompson Sampling for High-Dimensional Bayesian Optimization AISTATS 2024
Non-monotone Sequential Submodular Maximization AAAI 2024
RL-SeqISP: Reinforcement Learning-Based Sequential Optimization for Image Signal Processing AAAI 2024
Online Stackelberg Optimization via Nonlinear Control COLT 2024
On the Sublinear Regret of GP-UCB NIPS 2023
Recipe2Video: Synthesizing Personalized Videos From Recipe Texts WACV 2023
An Online Learning Approach to Sequential User-Centric Selection Problems AAAI 2022
Nearly Optimal Algorithms for Level Set Estimation AISTATS 2022
Adversarial Attacks on Gaussian Process Bandits ICML 2022
Scaling Gaussian Process Optimization by Evaluating a Few Unique Candidates Multiple Times ICML 2022
On Uncertainty Estimation by Tree-based Surrogate Models in Sequential Model-based Optimization AISTATS 2022
Uncertainty Quantification for Bayesian Optimization AISTATS 2022
Preference Exploration for Efficient Bayesian Optimization with Multiple Outcomes AISTATS 2022
High-dimensional Additive Gaussian Processes under Monotonicity Constraints NIPS 2022
SnAKe: Bayesian Optimization with Pathwise Exploration NIPS 2022
The Maximin Support Method: An Extension of the D’Hondt Method to Approval-Based Multiwinner Elections AAAI 2021
On Multi-Armed Bandit Designs for Dose-Finding Trials JMLR 2021
FrugalML: How to use ML Prediction APIs more accurately and cheaply NIPS 2020
Bayesian Optimization of Risk Measures NIPS 2020
Experimental Design for Optimization of Orthogonal Projection Pursuit Models AAAI 2020
Active Learning of Conditional Mean Embeddings via Bayesian Optimisation UAI 2020
Lower Bounds for Parallel and Randomized Convex Optimization COLT 2019
HONES: A Fast and Tuning-free Homotopy Method For Online Newton Step AISTATS 2018
Gaussian Process Optimization with Mutual Information ICML 2014