Du Phan

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 13

Top Topics

Posterior Distribution

Bankruptcy Prediction

Observed Variables

Top Venues

Publications

Martin Jankowiak, Du Phan
Reparameterized Variational Rejection Sampling. AISTATS (2024)
Matthew Douglas Hoffman, Du Phan, David Dohan, Sholto Douglas, Tuan Anh Le, Aaron Parisi, Pavel Sountsov, Charles Sutton, Sharad Vikram, Rif A. Saurous
Training Chain-of-Thought via Latent-Variable Inference. NeurIPS (2023)
Martin Jankowiak, Du Phan
Reparameterized Variational Rejection Sampling. CoRR (2023)
Zi Lin, Du Phan, Panupong Pasupat, Jeremiah Zhe Liu, Jingbo Shang
On Compositional Uncertainty Quantification for Seq2seq Graph Parsing. ICLR (2023)
Du Phan, Matthew D. Hoffman, David Dohan, Sholto Douglas, Tuan Anh Le, Aaron Parisi, Pavel Sountsov, Charles Sutton, Sharad Vikram, Rif A. Saurous
Training Chain-of-Thought via Latent-Variable Inference. CoRR (2023)
Polina Zablotskaia, Du Phan, Joshua Maynez, Shashi Narayan, Jie Ren, Jeremiah Z. Liu
On Uncertainty Calibration and Selective Generation in Probabilistic Neural Summarization: A Benchmark Study. EMNLP (Findings) (2023)
Polina Zablotskaia, Du Phan, Joshua Maynez, Shashi Narayan, Jie Ren, Jeremiah Z. Liu
On Uncertainty Calibration and Selective Generation in Probabilistic Neural Summarization: A Benchmark Study. CoRR (2023)
Dustin Tran, Jeremiah Liu, Michael W. Dusenberry, Du Phan, Mark Collier, Jie Ren, Kehang Han, Zi Wang, Zelda Mariet, Huiyi Hu, Neil Band, Tim G. J. Rudner, Karan Singhal, Zachary Nado, Joost van Amersfoort, Andreas Kirsch, Rodolphe Jenatton, Nithum Thain, Honglin Yuan, Kelly Buchanan, Kevin Murphy, D. Sculley, Yarin Gal, Zoubin Ghahramani, Jasper Snoek, Balaji Lakshminarayanan
Plex: Towards Reliability using Pretrained Large Model Extensions. CoRR (2022)
Martin Jankowiak, Du Phan
Surrogate Likelihoods for Variational Annealed Importance Sampling. ICML (2022)
Martin Jankowiak, Du Phan
Surrogate Likelihoods for Variational Annealed Importance Sampling. CoRR (2021)
Du Phan, Neeraj Pradhan, Martin Jankowiak
Composable Effects for Flexible and Accelerated Probabilistic Programming in NumPyro. CoRR (2019)
Hwijae Son, C. Hyun, Du Phan, Hyung Ju Hwang
Data analytic approach for bankruptcy prediction. Expert Syst. Appl. 138 (2019)
Fritz Obermeyer, Eli Bingham, Martin Jankowiak, Du Phan, Jonathan P. Chen
Functional Tensors for Probabilistic Programming. CoRR (2019)