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Author’s Latest Publications
- research-article
Training chain-of-thought via latent-variable inference
- Du Phan,
- Matthew D. Hoffman,
- David Dohan,
- Sholto Douglas,
- Tuan Anh Le,
- Aaron Parisi,
- Pavel Sountsov,
- Charles Sutton,
- Sharad Vikram,
- Rif A. Saurous
December 2023NIPS '23: Proceedings of the 37th International Conference on Neural Information Processing Systems - research-article
Grammar prompting for domain-specific language generation with large language models
December 2023NIPS '23: Proceedings of the 37th International Conference on Neural Information Processing Systems - research-article
Sequential Monte Carlo learning for time series structure discovery
July 2023ICML'23: Proceedings of the 40th International Conference on Machine Learning - Article
Simple, distributed, and accelerated probabilistic programming
- Dustin Tran,
- Matthew D. Hoffman,
- Dave Moore,
- Christopher Suter,
- Srinivas Vasudevan,
- Alexey Radul,
- Matthew Johnson,
- Rif A. Saurous
December 2018NIPS'18: Proceedings of the 32nd International Conference on Neural Information Processing Systems - research-article
Unsupervised Learning of Semantic Audio Representations
- Aren Jansen,
- Manoj Plakal,
- Ratheet Pandya,
- Daniel P. W. Ellis,
- Shawn Hershey,
- Jiayang Liu,
- R. Channing Moore,
- Rif A. Saurous
April 20182018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)https://doi.org/10.1109/ICASSP.2018.8461684 - research-article
Natural TTS Synthesis by Conditioning Wavenet on MEL Spectrogram Predictions
- Jonathan Shen,
- Ruoming Pang,
- Ron J. Weiss,
- Mike Schuster,
- Navdeep Jaitly,
- Zongheng Yang,
- Zhifeng Chen,
- Yu Zhang,
- Yuxuan Wang,
- Rj Skerrv-Ryan,
- Rif A. Saurous,
- Yannis Agiomvrgiannakis,
- Yonghui Wu
April 20182018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)https://doi.org/10.1109/ICASSP.2018.8461368