Phan, Du

7 publications

AISTATS 2024 Reparameterized Variational Rejection Sampling Martin Jankowiak, Du Phan

ICLR 2023 On Compositional Uncertainty Quantification for Seq2seq Graph Parsing Zi Lin, Du Phan, Panupong Pasupat, Jeremiah Zhe Liu, Jingbo Shang

NeurIPS 2023 Training Chain-of-Thought via Latent-Variable Inference Du Phan, Matthew Douglas Hoffman, David Dohan, Sholto Douglas, Tuan Anh Le, Aaron Parisi, Pavel Sountsov, Charles A. Sutton, Sharad Vikram, Rif A. Saurous

ICMLW 2022 Plex: Towards Reliability Using Pretrained Large Model Extensions Dustin Tran, Jeremiah Zhe Liu, Michael W Dusenberry, Du Phan, Mark Collier, Jie Ren, Kehang Han, Zi Wang, Zelda E Mariet, Huiyi Hu, Neil Band, Tim G. J. Rudner, Karan Singhal, Zachary Nado, Joost van Amersfoort, Andreas Kirsch, Rodolphe Jenatton, Nithum Thain, Honglin Yuan, E. Kelly Buchanan, Kevin Patrick Murphy, D. Sculley, Yarin Gal, Zoubin Ghahramani, Jasper Snoek, Balaji Lakshminarayanan

ICML 2022 Surrogate Likelihoods for Variational Annealed Importance Sampling Martin Jankowiak, Du Phan

NeurIPSW 2019 Composable Effects for Flexible and Accelerated Probabilistic Programming in NumPyro Du Phan, Neeraj Pradhan, Martin Jankowiak

NeurIPSW 2019 Functional Tensors for Probabilistic Programming Fritz Obermeyer, Eli Bingham, Martin Jankowiak, Du Phan, Jonathan Chen