conftrace_

large dataset

8 papers

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Co-occurring keywords

gaussian process (1200) markov chain monte carlo (725) scalable algorithm (44) approximation method (5) configuration selection (3) subset approximation (1) adaptive subsampling (1) large-scale inference (4) progressive sampling (4) query processing (18)

Papers

Fast Vector Query Processing for Large Datasets Beyond GPU Memory with Reordered Pipelining NSDI 2024
Adaptive Cholesky Gaussian Processes AISTATS 2023
Scalable Metropolis-Hastings for Exact Bayesian Inference with Large Datasets ICML 2019
Efficient Identification of Approximate Best Configuration of Training in Large Datasets AAAI 2019
Towards scaling up Markov chain Monte Carlo: an adaptive subsampling approach ICML 2014
Stable and Efficient Gaussian Process Calculations JMLR 2009
FilterBoost: Regression and Classification on Large Datasets NIPS 2007
The Learning-Curve Sampling Method Applied to Model-Based Clustering JMLR 2002