Search Results for author: John Hawkins

Found 3 papers, 2 papers with code

Enhanced Review Detection and Recognition: A Platform-Agnostic Approach with Application to Online Commerce

no code implementations9 May 2024 Priyabrata Karmakar, John Hawkins

Online commerce relies heavily on user generated reviews to provide unbiased information about products that they have not physically seen.

Recursive deep learning framework for forecasting the decadal world economic outlook

1 code implementation25 Jan 2023 Tianyi Wang, Rodney Beard, John Hawkins, Rohitash Chandra

Due to the diversity and complexity of the world economy, a wide range of models have been used, but there are challenges in making decadal GDP forecasts given unexpected changes such as pandemics and wars.

Temporal Sequences Time Series +1

Minimum Viable Model Estimates for Machine Learning Projects

1 code implementation2 Jan 2021 John Hawkins

Prioritization of machine learning projects requires estimates of both the potential ROI of the business case and the technical difficulty of building a model with the required characteristics.

BIG-bench Machine Learning Management

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