Publications associées à High Dimensional Bayesian Optimization via Additive Models with Overlapping Groups

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Random sampling of bandlimited signals on graphs

Pierre Vandergheynst, Rémi Gribonval, Gilles Puy, Nicolas Tremblay

We study the problem of sampling

k

-bandlimited signals on graphs. We propose two sampling strategies that consist in selecting a small subset of nodes at random. The first strategy is non-adaptive, \ie, independent of the graph structure, and its perform ...

2015

High Dimensional Bayesian Optimization via Additive Models with Overlapping Groups

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Inference for binomial probability based on dependent Bernoulli random variables with applications to meta-analysis and group level studies

Attributing Aliasing Artifacts in Dirty Intensity Fields to their Parent Source

Shapes from Pixels

PCA using graph total variation

Sampling-Based Nuclear Data Uncertainty Quantification for Continuous Energy Monte Carlo Codes

Random sampling of bandlimited signals on graphs

Generalized Poisson Summation Formula for Tempered Distributions

Analyte quantification with Comprehensive Two-Dimensional Gas Chromatography: Assessment of methods for baseline correction, peak delineation, and matrix effect elimination for real samples

UAVs using Bayesian Optimization to LocateWiFi Devices

Bilinear Generalized Approximate Message Passing—Part II: Applications

Inference for binomial probability based on dependent Bernoulli random variables with applications to meta-analysis and group level studies

Attributing Aliasing Artifacts in Dirty Intensity Fields to their Parent Source

Random sampling of bandlimited signals on graphs

Generalized Poisson Summation Formula for Tempered Distributions

Sampling-Based Nuclear Data Uncertainty Quantification for Continuous Energy Monte Carlo Codes

Shapes from Pixels

Analyte quantification with Comprehensive Two-Dimensional Gas Chromatography: Assessment of methods for baseline correction, peak delineation, and matrix effect elimination for real samples

UAVs using Bayesian Optimization to LocateWiFi Devices

Bilinear Generalized Approximate Message Passing—Part II: Applications

PCA using graph total variation