Nick Erickson

Most-cited papers

1. AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data

   Nick Erickson, Jonas W. Mueller, Alexander Shirkov, Hang Zhang +3 more

   2020arXiv.org1,113 citations

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2. XTab: Cross-table Pretraining for Tabular Transformers

   Bingzhao Zhu, Xingjian Shi, Nick Erickson, Mu Li +2 more

   2023International Conference on Machine Learning130 citations Open access

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3. AutoGluon-TimeSeries: AutoML for Probabilistic Time Series Forecasting

   Oleksandr Shchur, A. Türkmen, Nick Erickson, Huibin Shen +3 more

   2023AutoML80 citations Open access

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

   Rasool Fakoor, Jonas W. Mueller, Nick Erickson, P. Chaudhari +1 more

   2020Neural Information Processing Systems65 citations

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5. RLSbench: Domain Adaptation Under Relaxed Label Shift

   S. Garg, Nick Erickson, J. Sharpnack, Alexander J. Smola +2 more

   2023International Conference on Machine Learning50 citations Open access

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6. Benchmarking Multimodal AutoML for Tabular Data with Text Fields

   Xingjian Shi, Jonas W. Mueller, Nick Erickson, Mu Li +1 more

   2021NeurIPS Datasets and Benchmarks50 citations

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7. Item analysis of the psychoneurotic scales on the Minnesota multiphasic personality inventory in experimental semistarvation.

   J. Brožek, Nick Erickson

   1948Journal of Consulting Psychology19 citations

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8. Multimodal AutoML for Image, Text and Tabular Data

   Nick Erickson, Xingjian Shi, J. Sharpnack, Alexander J. Smola

   2022Knowledge Discovery and Data Mining15 citations

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9. The effectiveness of performative aerial practice on mental health and the love of movement

   M. Kosma, Nick Erickson, Chase J. Savoie, M. Gibson

   202015 citations

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10. Dex: Incremental Learning for Complex Environments in Deep Reinforcement Learning

    Nick Erickson, Qi Zhao

    2017arXiv.org2 citations

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11. Multimodal AutoML on Tables with Text Fields

    Xingjian Shi, Jonas Mueller, Nick Erickson, Mu Li +1 more

    20211 citations

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