171 citations
- GE Global Research (United States)US11 papers
- University at Albany, State University of New YorkUS4 papers
- University of Southern MississippiUS4 papers
- Institut Jean Le Rond d'AlembertFR3 papers
- General Electric (Israel)IL2 papers
- Michigan State UniversityUS2 papers
- Princeton Plasma Physics LaboratoryUS2 papers
- Ruhr University BochumDE2 papers
- Tel Aviv UniversityIL2 papers
- University of ArizonaUS2 papers
- University of California, BerkeleyUS2 papers
- Academy Of FinanceVN1 paper
Showing 2020Show all
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stat.ML2020★ 26 cited
Bayesian learning of orthogonal embeddings for multi-fidelity Gaussian Processes
Panagiotis Tsilifis, Piyush Pandita, Sayan Ghosh +3
We present a Bayesian approach to identify optimal transformations that map model input points to low dimensional latent variables. The "projection" mapping consists of an orthonor…
stat.ML2020★ 4 cited
Advances in Bayesian Probabilistic Modeling for Industrial Applications
Sayan Ghosh, Piyush Pandita, Steven Atkinson +5
Industrial applications frequently pose a notorious challenge for state-of-the-art methods in the contexts of optimization, designing experiments and modeling unknown physical resp…