Du Phan

13 papers A* 3A 1Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2024 A conf
Reparameterized Variational Rejection Sampling.
AISTATS
Martin Jankowiak, Du Phan
2023 A* conf
On Compositional Uncertainty Quantification for Seq2seq Graph Parsing.
ICLR
Zi Lin, Du Phan, Panupong Pasupat, Jeremiah Zhe Liu, Jingbo Shang
2023 — conf
On Uncertainty Calibration and Selective Generation in Probabilistic Neural Summarization: A Benchmark Study.
EMNLP (Findings)
Polina Zablotskaia, Du Phan, Joshua Maynez, Shashi Narayan, Jie Ren, Jeremiah Z. Liu
2023 J jnl
On Uncertainty Calibration and Selective Generation in Probabilistic Neural Summarization: A Benchmark Study.
CoRR
Polina Zablotskaia, Du Phan, Joshua Maynez, Shashi Narayan, Jie Ren, Jeremiah Z. Liu
2023 J jnl
Reparameterized Variational Rejection Sampling.
CoRR
Martin Jankowiak, Du Phan
2023 A* conf
Training Chain-of-Thought via Latent-Variable Inference.
NeurIPS
Matthew Douglas Hoffman, Du Phan, David Dohan, Sholto Douglas, Tuan Anh Le, Aaron Parisi, Pavel Sountsov, Charles Sutton, Sharad Vikram, Rif A. Saurous
2023 J jnl
Training Chain-of-Thought via Latent-Variable Inference.
CoRR
Du Phan, Matthew D. Hoffman, David Dohan, Sholto Douglas, Tuan Anh Le, Aaron Parisi, Pavel Sountsov, Charles Sutton, Sharad Vikram, Rif A. Saurous
2022 J jnl
Plex: Towards Reliability using Pretrained Large Model Extensions.
CoRR
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
2022 A* conf
Surrogate Likelihoods for Variational Annealed Importance Sampling.
ICML
Martin Jankowiak, Du Phan
2021 J jnl
Surrogate Likelihoods for Variational Annealed Importance Sampling.
CoRR
Martin Jankowiak, Du Phan
2019 J jnl
Composable Effects for Flexible and Accelerated Probabilistic Programming in NumPyro.
CoRR
Du Phan, Neeraj Pradhan, Martin Jankowiak
2019 J jnl
Data analytic approach for bankruptcy prediction.
Expert Syst. Appl.
Hwijae Son, C. Hyun, Du Phan, Hyung Ju Hwang
2019 J jnl
Functional Tensors for Probabilistic Programming.
CoRR
Fritz Obermeyer, Eli Bingham, Martin Jankowiak, Du Phan, Jonathan P. Chen