Search Results for author: Esraa Elelimy

Found 2 papers, 2 papers with code

Investigating the Histogram Loss in Regression

1 code implementation20 Feb 2024 Ehsan Imani, Kai Luedemann, Sam Scholnick-Hughes, Esraa Elelimy, Martha White

It is becoming increasingly common in regression to train neural networks that model the entire distribution even if only the mean is required for prediction.

regression

Recurrent Linear Transformers

1 code implementation24 Oct 2023 Subhojeet Pramanik, Esraa Elelimy, Marlos C. Machado, Adam White

In this paper we introduce recurrent alternatives to the transformer self-attention mechanism that offer a context-independent inference cost, leverage long-range dependencies effectively, and perform well in practice.

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