conftrace_

high-dimensional output

4 papers

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Co-occurring keywords

multi-output regression (29) multi-fidelity model (2) latent feature (64) multi-task optimization (13) kronecker structure (2) output compression (3) scalable optimization (6) deep neural network (1803) acquisition function (129) kronecker product (33)

Papers

Solving Sparse \& High-Dimensional-Output Regression via Compression NIPS 2024

Deep Multi-Fidelity Active Learning of High-Dimensional Outputs AISTATS 2022

Bayesian Optimization with High-Dimensional Outputs NIPS 2021

Scalable High-Order Gaussian Process Regression AISTATS 2019