|
Poster
|
Wed 14:00
|
Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization
Samuel Daulton · Xingchen Wan · David Eriksson · Maximilian Balandat · Michael A Osborne · Eytan Bakshy
|
|
|
Workshop
|
|
Preferential Bayesian Optimization with Hallucination Believer
Shion Takeno · Masahiro Nomura · Masayuki Karasuyama
|
|
|
Poster
|
Thu 9:00
|
Movement Penalized Bayesian Optimization with Application to Wind Energy Systems
Shyam Sundhar Ramesh · Pier Giuseppe Sessa · Andreas Krause · Ilija Bogunovic
|
|
|
Poster
|
Thu 14:00
|
Local Bayesian optimization via maximizing probability of descent
Quan Nguyen · Kaiwen Wu · Jacob Gardner · Roman Garnett
|
|
|
Poster
|
Wed 9:00
|
Sample-Then-Optimize Batch Neural Thompson Sampling
Zhongxiang Dai · YAO SHU · Bryan Kian Hsiang Low · Patrick Jaillet
|
|
|
Poster
|
Thu 9:00
|
Asymptotic Properties for Bayesian Neural Network in Besov Space
Kyeongwon Lee · Jaeyong Lee
|
|
|
Poster
|
Tue 14:00
|
Monte Carlo Tree Descent for Black-Box Optimization
Yaoguang Zhai · Sicun Gao
|
|
|
Workshop
|
|
Time-aware Bayesian optimization for adaptive particle accelerator tuning
Nikita Kuklev · Yine Sun · Hairong Shang · Michael Borland · Gregory Fystro
|
|
|
Poster
|
Tue 9:00
|
Bayesian Optimistic Optimization: Optimistic Exploration for Model-based Reinforcement Learning
Chenyang Wu · Tianci Li · Zongzhang Zhang · Yang Yu
|
|
|
Poster
|
Tue 9:00
|
Triangulation candidates for Bayesian optimization
Robert Gramacy · Annie Sauer · Nathan Wycoff
|
|
|
Poster
|
Thu 9:00
|
Bivariate Causal Discovery for Categorical Data via Classification with Optimal Label Permutation
Yang Ni
|
|
|
Workshop
|
|
Preference-Aware Constrained Multi-Objective Bayesian Optimization For Analog Circuit Design
Alaleh Ahmadianshalchi · Syrine Belakaria · Jana Doppa
|
|
