Du Phan

According to our database, Du Phan authored at least 9 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Reparameterized Variational Rejection Sampling.

Martin Jankowiak, Du Phan

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Training Chain-of-Thought via Latent-Variable Inference.

Matthew Douglas Hoffman, Du Phan, David Dohan, Sholto Douglas, Tuan Anh Le, Aaron Parisi, Pavel Sountsov, Charles Sutton, Sharad Vikram, Rif A. Saurous

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

On Compositional Uncertainty Quantification for Seq2seq Graph Parsing.

Zi Lin, Du Phan, Panupong Pasupat, Jeremiah Zhe Liu, Jingbo Shang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

On Uncertainty Calibration and Selective Generation in Probabilistic Neural Summarization: A Benchmark Study.

Polina Zablotskaia, Du Phan, Joshua Maynez, Shashi Narayan, Jie Ren, Jeremiah Z. Liu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Plex: Towards Reliability using Pretrained Large Model Extensions.

Dustin Tran, Jeremiah Z. 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

CoRR, 2022

Surrogate Likelihoods for Variational Annealed Importance Sampling.

Martin Jankowiak, Du Phan

Proceedings of the International Conference on Machine Learning, 2022

2019

Data analytic approach for bankruptcy prediction.

Hwijae Son, C. Hyun, Du Phan, Hyung Ju Hwang

Expert Syst. Appl., 2019

Composable Effects for Flexible and Accelerated Probabilistic Programming in NumPyro.

Du Phan, Neeraj Pradhan, Martin Jankowiak

CoRR, 2019

Functional Tensors for Probabilistic Programming.

Fritz Obermeyer, Eli Bingham, Martin Jankowiak, Du Phan, Jonathan P. Chen

CoRR, 2019