From the 5 of 111 papers with an AI index.
38 citations
- University of ChicagoUS39 papers
- University of OxfordGB37 papers
- SLAC National Accelerator LaboratoryUS36 papers
- Lawrence Berkeley National LaboratoryUS35 papers
- University College LondonGB35 papers
- Universidad Autónoma de MadridES34 papers
- Université Paris-SaclayFR34 papers
- Brookhaven National LaboratoryUS33 papers
- Stony Brook UniversityUS33 papers
- Ludwig-Maximilians-Universität MünchenDE32 papers
- University of MichiganUS32 papers
- Lancaster UniversityGB31 papers
3 papers · 1 filter
Local graph estimation with pathwise false discovery control
Omar Melikechi, David B. Dunson, Noureddine Melikechi +1
Many datasets include a small set of variables, such as biomarkers or clinical outcomes, whose relationships to the broader system are of primary scientific interest. Estimating th…
Posterior Projection for Inference in Constrained Spaces
Lachlan Astfalck, Deborshee Sen, Sayan Patra +2
Estimation of parameters that obey specific constraints is crucial in statistics and machine learning; for example, when parameters are required to satisfy boundedness, monotonicit…
A Frequency-Domain Approach for Integrating Multiple Functional Time Series
Zerui Guo, Jianbin Tan, Hui Huang
Integrative analysis of multivariate functional time series (MFTS) is both critical and challenging across many scientific domains. Such data often exhibit complex multi-way depend…