Elements of Sequential Monte Carlo

Elements of Sequential Monte Carlo

12 March 2019

Fredrik Lindsten

Thomas B. Schon

Papers citing "Elements of Sequential Monte Carlo"

14 / 14 papers shown

Title
Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo João Loula Benjamin LeBrun Li Du Ben Lipkin Clemente Pasti ... Ryan Cotterel Vikash K. Mansinghka Alexander K. Lew Tim Vieira Timothy J. O'Donnell 32 1 0 17 Apr 2025
Trust-Region Twisted Policy Improvement Joery A. de Vries Jinke He Yaniv Oren M. Spaan OffRL LRM 30 0 0 08 Apr 2025
A General Framework for Inference-time Scaling and Steering of Diffusion Models R. Singhal Zachary Horvitz Ryan Teehan Mengye Ren Zhou Yu Kathleen McKeown Rajesh Ranganath DiffM 61 15 0 17 Jan 2025
Variational Pseudo Marginal Methods for Jet Reconstruction in Particle Physics Hanming Yang A. Moretti Sebastian Macaluso Philippe Chlenski C. A. Naesseth I. Pe’er BDL 34 1 0 03 Jan 2025
Step-by-Step Reasoning for Math Problems via Twisted Sequential Monte Carlo Shengyu Feng Xiang Kong Shuang Ma Aonan Zhang Dong Yin Chong-Jun Wang Ruoming Pang Yiming Yang LRM 30 0 0 02 Oct 2024
Sparse Graphical Linear Dynamical Systems Émilie Chouzenoux Victor Elvira 25 7 0 06 Jul 2023
Computing Bayes: From Then 'Til Now' G. Martin David T. Frazier Christian P. Robert 22 15 0 01 Aug 2022
SIXO: Smoothing Inference with Twisted Objectives Dieterich Lawson Allan Raventós Andrew Warrington Scott W. Linderman BDL 13 15 0 13 Jun 2022
Approximating Bayes in the 21st Century G. Martin David T. Frazier Christian P. Robert 29 26 0 20 Dec 2021
Nested Variational Inference Heiko Zimmermann Hao Wu Babak Esmaeili Jan Willem van de Meent BDL 24 20 0 21 Jun 2021
Simple conditions for convergence of sequential Monte Carlo genealogies with applications Suzie Brown Paul A. Jenkins A. M. Johansen Jere Koskela 9 5 0 30 Jun 2020
Markovian Score Climbing: Variational Inference with KL(p\|\|q) C. A. Naesseth Fredrik Lindsten David M. Blei 115 54 0 23 Mar 2020
Integrals over Gaussians under Linear Domain Constraints A. Gessner Oindrila Kanjilal Philipp Hennig 17 28 0 21 Oct 2019
Sharp failure rates for the bootstrap particle filter in high dimensions Peter J. Bickel Bo Li T. Bengtsson 69 198 0 21 May 2008