Kristy Choi

Most-cited papers

1. Geo-knowledge-guided GPT models improve the extraction of location descriptions from disaster-related social media messages

   Yingjie Hu, Geng-Chen Mai, Chris Cundy, Kristy Choi +5 more

   2023International Journal of Geographical Information Science206 citations Open access

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2. Fair Generative Modeling via Weak Supervision

   Kristy Choi, Aditya Grover, Trisha Singh, Rui Shu +1 more

   2019International Conference on Machine Learning173 citations

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3. Concrete Score Matching: Generalized Score Matching for Discrete Data

   Chenlin Meng, Kristy Choi, Jiaming Song, Stefano Ermon

   2022Neural Information Processing Systems172 citations Open access

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4. Neural Joint Source-Channel Coding

   Kristy Choi, Kedar Tatwawadi, Aditya Grover, T. Weissman +1 more

   2018International Conference on Machine Learning155 citations

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5. Towards a foundation model for geospatial artificial intelligence (vision paper)

   Gengchen Mai, Chris Cundy, Kristy Choi, Yingjie Hu +2 more

   2022SIGSPATIAL/GIS99 citations Open access

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6. LMPriors: Pre-Trained Language Models as Task-Specific Priors

   Kristy Choi, Chris Cundy, Sanjari Srivastava, Stefano Ermon

   2022arXiv.org77 citations Open access

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7. Density Ratio Estimation via Infinitesimal Classification

   Kristy Choi, Chenlin Meng, Yang Song, Stefano Ermon

   2021International Conference on Artificial Intelligence and Statistics74 citations

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8. Meta-Amortized Variational Inference and Learning

   Mike Wu, Kristy Choi, Noah D. Goodman, Stefano Ermon

   2019AAAI Conference on Artificial Intelligence41 citations Open access

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9. Featurized Density Ratio Estimation

   Kristy Choi, Madeline Liao, Stefano Ermon

   2021Conference on Uncertainty in Artificial Intelligence40 citations

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10. NECST: Neural Joint Source-Channel Coding

    Kristy Choi, Kedar Tatwawadi, T. Weissman, Stefano Ermon

    2018arXiv.org40 citations

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11. Neural Network Compression for Noisy Storage Devices

    Berivan Isik, Kristy Choi, Xin Zheng, T. Weissman +3 more

    2021ACM Transactions on Embedded Computing Systems14 citations Open access

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12. ButterflyFlow: Building Invertible Layers with Butterfly Matrices

    Chenlin Meng, Linqi Zhou, Kristy Choi, Tri Dao +1 more

    2022International Conference on Machine Learning13 citations Open access

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13. Featurized Density Ratio Estimation (Supplementary Material)

    Kristy Choi, Madeline Liao, Stefano Ermon

    20210 citations

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