Geometric Methods for Sampling, Optimisation, Inference and Adaptive
Agents

Geometric Methods for Sampling, Optimisation, Inference and Adaptive Agents

20 March 2022

Alessandro Barp

Lancelot Da Costa

Karl J. Friston

Michael I. Jordan

Papers citing "Geometric Methods for Sampling, Optimisation, Inference and Adaptive Agents"

16 / 16 papers shown

Title
Value of Information and Reward Specification in Active Inference and POMDPs Ran Wei 44 3 0 13 Aug 2024
Active Inference as a Model of Agency Lancelot Da Costa Samuel Tenka Dominic Zhao Noor Sajid 10 8 0 23 Jan 2024
Sampling and estimation on manifolds using the Langevin diffusion Karthik Bharath Alexander Lewis Akash Sharma M. Tretyakov DiffM 64 5 0 22 Dec 2023
Targeted Separation and Convergence with Kernel Discrepancies Alessandro Barp Carl-Johann Simon-Gabriel Mark Girolami Lester W. Mackey 40 14 0 26 Sep 2022
Nesterov smoothing for sampling without smoothness JiaoJiao Fan Bo Yuan Jiaming Liang Yongxin Chen 32 2 0 15 Aug 2022
Modelling non-reinforced preferences using selective attention Noor Sajid P. Tigas Z. Fountas Qinghai Guo Alexey Zakharov Lancelot Da Costa 11 1 0 25 Jul 2022
Nonlinear MCMC for Bayesian Machine Learning James Vuckovic 12 2 0 11 Feb 2022
pymdp: A Python library for active inference in discrete state spaces Conor Heins Beren Millidge Daphne Demekas Brennan Klein Karl J. Friston I. Couzin Alexander Tschantz AI4CE 23 48 0 11 Jan 2022
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges M. Bronstein Joan Bruna Taco S. Cohen Petar Velivcković GNN 172 1,100 0 27 Apr 2021
An empirical evaluation of active inference in multi-armed bandits D. Marković Hrvoje Stojić Sarah Schwöbel S. Kiebel 30 34 0 21 Jan 2021
Reward Maximisation through Discrete Active Inference Lancelot Da Costa Noor Sajid Thomas Parr Karl J. Friston Ryan Smith 10 4 0 17 Sep 2020
Measuring Sample Quality with Kernels Jackson Gorham Lester W. Mackey 78 221 0 06 Mar 2017
The Zig-Zag Process and Super-Efficient Sampling for Bayesian Analysis of Big Data J. Bierkens Paul Fearnhead Gareth O. Roberts 53 232 0 11 Jul 2016
A Kernel Test of Goodness of Fit Kacper P. Chwialkowski Heiko Strathmann A. Gretton BDL 94 324 0 09 Feb 2016
A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights Weijie Su Stephen P. Boyd Emmanuel J. Candes 97 1,151 0 04 Mar 2015
MCMC using Hamiltonian dynamics Radford M. Neal 132 3,263 0 09 Jun 2012