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Researcher profile

Theofanis Karaletsos

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Disentangling Nonlinear Perceptual Embeddings With Multi-Query Triplet Networks.

    2016 · arXiv (Cornell University)

    In typical perceptual tasks, higher-order concepts are inferred from visual features to assist with perceptual decision making. However, there is a multitude of visual concepts which can be inferred from a single stimulus. When learning …

  2. Black-box Coreset Variational Inference

    2022 · arXiv (Cornell University)

    Recent advances in coreset methods have shown that a selection of representative datapoints can replace massive volumes of data for Bayesian inference, preserving the relevant statistical information and significantly accelerating subsequent downstream tasks. Existing variational …