Pavel Sountsov
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
8
Venues
4
Active years
2016–2024
Best venue rank
A*
Where they publish
Papers
8 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2024 | ICML | Robust Inverse Graphics via Probabilistic Inference. | Tuan Anh Le, Pavel Sountsov, Matthew Douglas Hoffman, Ben Lee, Brian Patton, Rif A. Saurous |
| 2023 | AISTATS | ProbNeRF: Uncertainty-Aware Inference of 3D Shapes from 2D Images. | Matthew D. Hoffman, Tuan Anh Le, Pavel Sountsov, Christopher Suter, Ben Lee, Vikash K. Mansinghka, Rif A. Saurous |
| 2023 | AISTATS | Adaptive Tuning for Metropolis Adjusted Langevin Trajectories. | Lionel Riou-Durand, Pavel Sountsov, Jure Vogrinc, Charles Margossian, Sam Power |
| 2022 | AISTATS | Tuning-Free Generalized Hamiltonian Monte Carlo. | Matthew D. Hoffman, Pavel Sountsov |
| 2022 | ICLR | MCMC Should Mix: Learning Energy-Based Model with Neural Transport Latent Space MCMC. | Erik Nijkamp, Ruiqi Gao, Pavel Sountsov, Srinivas Vasudevan, Bo Pang, Song-Chun Zhu, Ying Nian Wu |
| 2021 | AISTATS | An Adaptive-MCMC Scheme for Setting Trajectory Lengths in Hamiltonian Monte Carlo. | Matthew Hoffman, Alexey Radul, Pavel Sountsov |
| 2020 | AISTATS | Hamiltonian Monte Carlo Swindles. | Dan Piponi, Matthew D. Hoffman, Pavel Sountsov |
| 2016 | EMNLP | Length bias in Encoder Decoder Models and a Case for Global Conditioning. | Pavel Sountsov, Sunita Sarawagi |