Search Results for author: Erik Altman

Found 2 papers, 1 papers with code

Tabular Transformers for Modeling Multivariate Time Series

1 code implementation3 Nov 2020 Inkit Padhi, Yair Schiff, Igor Melnyk, Mattia Rigotti, Youssef Mroueh, Pierre Dognin, Jerret Ross, Ravi Nair, Erik Altman

This results in two architectures for tabular time series: one for learning representations that is analogous to BERT and can be pre-trained end-to-end and used in downstream tasks, and one that is akin to GPT and can be used for generation of realistic synthetic tabular sequences.

Fraud Detection Hierarchical structure +2

Understanding AI Data Repositories with Automatic Query Generation

no code implementations20 Apr 2018 Erik Altman

The proposed techniques also allow ingested knowledge to be extended naturally.

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