1 code implementation • 29 Jan 2024 • Eliot Shekhtman, Sarah Dean
Extensive prior research has been conducted on the effects of strategic users in single-service settings, with strategic behavior manifesting in the manipulation of observable features to achieve a desired classification; however, this can often be costly or unattainable for users and fails to capture the full behavior of multi-service dynamic systems.
1 code implementation • NeurIPS 2023 • Justin Lovelace, Varsha Kishore, Chao Wan, Eliot Shekhtman, Kilian Q. Weinberger
We then demonstrate that continuous diffusion models can be learned in the latent space of the language autoencoder, enabling us to sample continuous latent representations that can be decoded into natural language with the pretrained decoder.
no code implementations • 25 Sep 2020 • Yuxuan Zhao, Eric Landgrebe, Eliot Shekhtman, Madeleine Udell
Missing value imputation is crucial for real-world data science workflows.