Search Results for author: André Carvalho

Found 3 papers, 1 papers with code

Delivering Document Conversion as a Cloud Service with High Throughput and Responsiveness

1 code implementation1 Jun 2022 Christoph Auer, Michele Dolfi, André Carvalho, Cesar Berrospi Ramis, Peter W. J. Staar

In this paper, we focus on the case of document conversion to illustrate the particular challenges of scaling a complex data processing pipeline with a strong reliance on machine-learning methods on cloud infrastructure.

document understanding Optical Character Recognition +1

On uniformly continuous endomorphisms of hyperbolic groups

no code implementations16 Feb 2021 André Carvalho

We prove a generalization of the fellow traveller property for a certain type of quasi-geodesics and use it to present three equivalent geometric formulations of the bounded reduction property and prove that it is equivalent to preservation of a coarse median.

Group Theory Metric Geometry 20F67, 20E36, 51M10

Transfer Learning for Algorithm Recommendation

no code implementations15 Oct 2019 Gean Trindade Pereira, Moisés dos Santos, Edesio Alcobaça, Rafael Mantovani, André Carvalho

Thus, we train a neural network on meta-datasets related to algorithm recommendation, and then using transfer learning, we reuse the knowledge learned by the neural network in other similar datasets from the same domain, to verify how transferable is the acquired meta-knowledge.

BIG-bench Machine Learning Image Classification +5

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