research
∙
07/18/2022
Bayesian Optimization for Macro Placement
Macro placement is the problem of placing memory blocks on a chip canvas...
share
research
∙
02/26/2021
Batch Bayesian Optimization on Permutations using Acquisition Weighted Kernels
In this work we propose a batch Bayesian optimization method for combina...
research
∙
02/25/2021
Mixed Variable Bayesian Optimization with Frequency Modulated Kernels
The sample efficiency of Bayesian optimization(BO) is often boosted by G...
research
∙
02/07/2019
Radial and Directional Posteriors for Bayesian Neural Networks
We propose a new variational family for Bayesian neural networks. We dec...
research
∙
02/01/2019
Combinatorial Bayesian Optimization using Graph Representations
This paper focuses on Bayesian Optimization - typically considered with ...
research
∙
06/05/2018