Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
1901.11515
Cited By
v1
v2 (latest)
ProBO: Versatile Bayesian Optimization Using Any Probabilistic Programming Language
31 January 2019
Willie Neiswanger
Kirthevasan Kandasamy
Barnabás Póczós
J. Schneider
Eric Xing
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"ProBO: Versatile Bayesian Optimization Using Any Probabilistic Programming Language"
9 / 9 papers shown
Title
Global optimization of graph acquisition functions for neural architecture search
Yilin Xie
Shiqiang Zhang
Jixiang Qing
Ruth Misener
Calvin Tsay
65
0
0
29 May 2025
Bayesian Optimization is Superior to Random Search for Machine Learning Hyperparameter Tuning: Analysis of the Black-Box Optimization Challenge 2020
Ryan Turner
David Eriksson
M. McCourt
J. Kiili
Eero Laaksonen
Zhen Xu
Isabelle M Guyon
BDL
92
304
0
20 Apr 2021
Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning
Aurick Qiao
Sang Keun Choe
Suhas Jayaram Subramanya
Willie Neiswanger
Qirong Ho
Hao Zhang
G. Ganger
Eric Xing
VLM
77
183
0
27 Aug 2020
A Study on Encodings for Neural Architecture Search
Colin White
Willie Neiswanger
Sam Nolen
Yash Savani
AI4CE
70
74
0
09 Jul 2020
Uncertainty quantification using martingales for misspecified Gaussian processes
Willie Neiswanger
Aaditya Ramdas
UQCV
53
14
0
12 Jun 2020
BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search
Colin White
Willie Neiswanger
Yash Savani
BDL
128
329
0
25 Oct 2019
BoTorch: A Framework for Efficient Monte-Carlo Bayesian Optimization
Maximilian Balandat
Brian Karrer
Daniel R. Jiang
Sam Daulton
Benjamin Letham
A. Wilson
E. Bakshy
75
93
0
14 Oct 2019
ChemBO: Bayesian Optimization of Small Organic Molecules with Synthesizable Recommendations
Ksenia Korovina
Sailun Xu
Kirthevasan Kandasamy
Willie Neiswanger
Barnabás Póczós
J. Schneider
Eric Xing
123
123
0
05 Aug 2019
Tuning Hyperparameters without Grad Students: Scalable and Robust Bayesian Optimisation with Dragonfly
Kirthevasan Kandasamy
Karun Raju Vysyaraju
Willie Neiswanger
Biswajit Paria
Christopher R. Collins
J. Schneider
Barnabás Póczós
Eric Xing
95
177
0
15 Mar 2019
1