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Sebastian Pineda Arango

Ensembling Finetuned Language Models for Text Classification

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Oct 25, 2024
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Dynamic Post-Hoc Neural Ensemblers

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Oct 06, 2024
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Chronos: Learning the Language of Time Series

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Mar 12, 2024
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Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How

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Jun 11, 2023
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Deep Pipeline Embeddings for AutoML

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May 24, 2023
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Breaking the Paradox of Explainable Deep Learning

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May 22, 2023
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Deep Ranking Ensembles for Hyperparameter Optimization

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Mar 27, 2023
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Transformers Can Do Bayesian Inference

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Jan 25, 2022
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Multimodal Meta-Learning for Time Series Regression

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Aug 05, 2021
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HPO-B: A Large-Scale Reproducible Benchmark for Black-Box HPO based on OpenML

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Jun 11, 2021
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