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09/08/2023
Mobile V-MoEs: Scaling Down Vision Transformers via Sparse Mixture-of-Experts
Sparse Mixture-of-Experts models (MoEs) have recently gained popularity ...
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01/19/2023
Self Supervision Does Not Help Natural Language Supervision at Scale
Self supervision and natural language supervision have emerged as two ex...
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01/17/2017
Unknowable Manipulators: Social Network Curator Algorithms
For a social networking service to acquire and retain users, it must fin...
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10/27/2015
Blitzkriging: Kronecker-structured Stochastic Gaussian Processes
We present Blitzkriging, a new approach to fast inference for Gaussian p...
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11/03/2014
Sampling for Inference in Probabilistic Models with Fast Bayesian Quadrature
We propose a novel sampling framework for inference in probabilistic mod...
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11/02/2014
Variational Inference for Gaussian Process Modulated Poisson Processes
We present the first fully variational Bayesian inference scheme for con...
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07/25/2014