Concepedia

Nick Erickson

NE

4

Publications

202

Citations

4

H-Index

2020

Active since

Affiliations

California University of Pennsylvania(Current)

Nick Erickson is an author at California University of Pennsylvania specializing in computer science, deep learning, and data science.

Top concepts

EngineeringData ScienceData ModelingDeep LearningComputer ScienceMachine LearningArtificial IntelligenceManagementKnowledge DiscoveryPredictive Analytics

Publications per year

2020–2023

4

Publications

4

AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data

Nick Erickson, Jonas Mueller, Alexander Shirkov et al. · arXiv (Cornell University) · 2020 · 157 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +24

AutoGluon-TimeSeries: AutoML for Probabilistic Time Series Forecasting

Oleksandr Shchur, Caner Türkmen, Nick Erickson et al. · arXiv (Cornell University) · 2023 · 20 citations · Full text

Fast, Accurate, and Simple Models for Tabular Data via Augmented Distillation

Rasool Fakoor, Jonas Mueller, Nick Erickson et al. · arXiv (Cornell University) · 2020 · 14 citations · Full text

Data Representation, Artificial Intelligence, Engineering +21

Multimodal AutoML for Image, Text and Tabular Data

Nick Erickson, Xingjian Shi, James Sharpnack et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 11 citations

Artificial Intelligence, Engineering, Machine Learning +19

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