113 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Beijing Electronic Science and Technology InstituteCN2 papers
- Beijing Institute of Big Data ResearchCN2 papers
- Beijing Research Institute of Mechanical and Electrical TechnologyCN2 papers
- Shandong Academy of Environmental ScienceCN1 paper
- Shandong Academy of SciencesCN1 paper
- State Key Laboratory of Low-Dimensional Quantum Physics1 paper
- Tsinghua UniversityCN1 paper
- University of OxfordGB1 paper
3 papers · 1 filter
Implicit Deep Adaptive Design: Policy-Based Experimental Design without Likelihoods
Desi R. Ivanova, Adam Foster, Steven Kleinegesse +2
We introduce implicit Deep Adaptive Design (iDAD), a new method for performing adaptive experiments in real-time with implicit models. iDAD amortizes the cost of Bayesian optimal e…
Bayesian Optimal Experimental Design for Simulator Models of Cognition
Simon Valentin, Steven Kleinegesse, Neil R. Bramley +2
Bayesian optimal experimental design (BOED) is a methodology to identify experiments that are expected to yield informative data. Recent work in cognitive science considered BOED f…
Chickenpox Cases in Hungary: a Benchmark Dataset for Spatiotemporal Signal Processing with Graph Neural Networks
Benedek Rozemberczki, Paul Scherer, Oliver Kiss +2
Recurrent graph convolutional neural networks are highly effective machine learning techniques for spatiotemporal signal processing. Newly proposed graph neural network architectur…