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
8 papers
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…
Semantic Graph Parsing with Recurrent Neural Network DAG Grammars
Federico Fancellu, Sorcha Gilroy, Adam Lopez +1
Semantic parses are directed acyclic graphs (DAGs), so semantic parsing should be modeled as graph prediction. But predicting graphs presents difficult technical challenges, so it…
BERT and PALs: Projected Attention Layers for Efficient Adaptation in Multi-Task Learning
Asa Cooper Stickland, Iain Murray
Multi-task learning shares information between related tasks, sometimes reducing the number of parameters required. State-of-the-art results across multiple natural language unders…
Learning to Paraphrase for Question Answering
Li Dong, Jonathan Mallinson, Siva Reddy +1
Question answering (QA) systems are sensitive to the many different ways natural language expresses the same information need. In this paper we turn to paraphrases as a means of ca…
Tripartite Blind Quantum Computation
Min Liang
This paper proposes a model of tripartite blind quantum computation (TBQC), in which three independent participants hold different resources and accomplish a computational task thr…
Decoy state method for measurement device independent quantum key distribution with different intensities in only one basis
Zong-Wen Yu, Yi-Heng Zhou, Xiang-bin Wang
We show that the three-intensity protocol for measurement device independent quantum key distribution (MDI QKD) can be done with different light intensities in {\em only one} basis…