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Andrew Wilson

OpenAlex ID: A5127783135
Large Language Models Are Zero-Shot Time Series Forecasters
2023 · Nate Gruver, Marc Finzi, et al. · neural information processing systems · 249
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Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks
2023 · Micah Goldblum, Hossein Souri, et al. · neural information processing systems · 58
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On Feature Learning in the Presence of Spurious Correlations
2022 · Pavel Izmailov, Polina Kirichenko, et al. · neural information processing systems · 46
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Protein Design with Guided Discrete Diffusion
2023 · Nate Gruver, Samuel Stanton, et al. · neural information processing systems · 40
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A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning
2023 · Valeriia Cherepanova, Roman Levin, et al. · neural information processing systems · 16
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Simplifying Neural Network Training Under Class Imbalance
2023 · Ravid Shwartz-Ziv, Micah Goldblum, et al. · neural information processing systems · 12
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On Uncertainty, Tempering, and Data Augmentation in Bayesian Classification
2022 · Sanyam Kapoor, Wesley Maddox, et al. · neural information processing systems · 12
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Visual Explanations of Image-Text Representations via Multi-Modal Information Bottleneck Attribution
2023 · Ying Wang, Tim G. J. Rudner, et al. · neural information processing systems · 11
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PAC-Bayes Compression Bounds So Tight that They Can Explain Generalization
2022 · Sanae Lotfi, Marc Finzi, et al. · neural information processing systems · 11
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Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors
2022 · Ravid Shwartz-Ziv, Micah Goldblum, et al. · neural information processing systems · 8
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Understanding the detrimental class-level effects of data augmentation
2023 · Polina Kirichenko, Mark Ibrahim, et al. · neural information processing systems · 6
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Chroma-VAE: Mitigating Shortcut Learning with Generative Classifiers
2022 · Wanqian Yang, Polina Kirichenko, et al. · neural information processing systems · 5
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CoLA: Exploiting Compositional Structure for Automatic and Efficient Numerical Linear Algebra
2023 · Andres Potapczynski, Marc Finzi, et al. · neural information processing systems · 1
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Should We Learn Most Likely Functions or Parameters?
2023 · Shikai Qiu, Tim G. J. Rudner, et al. · neural information processing systems
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Works count: 14
Citation count: 475
H-index: 9
I10-index: 9
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