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Model-specific Data Subsampling with Influence Functions


Oct 20, 2020
Anant Raj, Cameron Musco, Lester Mackey, Nicolo Fusi


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Weighted Meta-Learning


Mar 20, 2020
Diana Cai, Rishit Sheth, Lester Mackey, Nicolo Fusi

* 18 pages, 7 figures 

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Feature Gradients: Scalable Feature Selection via Discrete Relaxation


Aug 27, 2019
Rishit Sheth, Nicolo Fusi


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Probabilistic Neural Architecture Search


Feb 13, 2019
Francesco Paolo Casale, Jonathan Gordon, Nicolo Fusi


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Model Compression with Generative Adversarial Networks


Dec 05, 2018
Ruishan Liu, Nicolo Fusi, Lester Mackey


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Gaussian Process Prior Variational Autoencoders


Oct 28, 2018
Francesco Paolo Casale, Adrian V Dalca, Luca Saglietti, Jennifer Listgarten, Nicolo Fusi


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Probabilistic Matrix Factorization for Automated Machine Learning


May 01, 2018
Nicolo Fusi, Rishit Sheth, Huseyn Melih Elibol


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Gaussian Processes for Big Data


Sep 26, 2013
James Hensman, Nicolo Fusi, Neil D. Lawrence

* Appears in Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI2013) 

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