1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.CL2024
How Lexical is Bilingual Lexicon Induction?
Harsh Kohli, Helian Feng, Nicholas Dronen +3
In contemporary machine learning approaches to bilingual lexicon induction (BLI), a model learns a mapping between the embedding spaces of a language pair. Recently, retrieve-and-r…
stat.ML2023
The Kernel Density Integral Transformation
Calvin McCarter
Feature preprocessing continues to play a critical role when applying machine learning and statistical methods to tabular data. In this paper, we propose the use of the kernel dens…
cs.LG2022★ 1 cited
Look-ups are not (yet) all you need for deep learning inference
Calvin McCarter, Nicholas Dronen
Fast approximations to matrix multiplication have the potential to dramatically reduce the cost of neural network inference. Recent work on approximate matrix multiplication propos…