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Return of the Latent Space Cowboys: Rethinking the use of VAEs in Bayesian Optimisation over Structured Spaces
Presenter
- Henry Moss
April 3, 2025
IMSI
Have we tested diversification linked to traits?- A Bayesian perspective
Presenter
- Rosana Zenil-Ferguson
October 21, 2024
ICERM
Monte Carlo goodness-of-fit tests for degree-corrected and related Stochastic Block Models
Presenter
- Vishesh Karwa
November 8, 2023
IMSI
Towards a Digital Twin Framework with Uncertainty Quantification: Machine Learning, Bayesian Optimization and Model Predictive Control
Presenter
- Wei Chen
April 23, 2025
IMSI
A Sequential Monte Carlo approach to the Multispecies Coalescent
Presenter
- Paul Lewis
September 19, 2024
ICERM
DAGs with NO TEARS: Continuous Optimization for Structure Learning
Presenter
- Pradeep Ravikumar
April 29, 2019
IPAM
Incorporating simulated virtual patient outcomes as prior information in medical device clinical trials
Presenter
- Adam Himes
March 7, 2018
IMA
Sequential inference using low-dimensional couplings
Presenter
- Youssef Marzouk
November 13, 2017
IPAM
The Lower Tail of Random Quadratic Forms, via the PAC Bayesian Method
Presenter
- Roberto Oliveira
April 17, 2015
IMA