On the correspondence between thermodynamics and inference

5 June 2017

Papers citing "On the correspondence between thermodynamics and inference"

15 / 15 papers shown

Title
Structural Inference: Interpreting Small Language Models with Susceptibilities Garrett Baker George Wang Jesse Hoogland Daniel Murfet AAML 157 1 0 25 Apr 2025
Emergence of Computational Structure in a Neural Network Physics Simulator Rohan Hitchcock Gary W. Delaney J. Manton Richard Scalzo Jingge Zhu 63 0 0 16 Apr 2025
Almost Bayesian: The Fractal Dynamics of Stochastic Gradient Descent Max Hennick Stijn De Baerdemacker 82 0 0 28 Mar 2025
Laws of thermodynamics for exponential families Akshay Balsubramani 43 0 0 03 Jan 2025
Thermodynamic Bayesian Inference Maxwell Aifer Samuel Duffield Kaelan Donatella Denis Melanson Phoebe Klett Zach Belateche Gavin Crooks Antonio J. Martinez Patrick J. Coles 69 4 0 02 Oct 2024
Entropy, concentration, and learning: a statistical mechanics primer Akshay Balsubramani AI4CE 61 1 0 27 Sep 2024
Estimating the Local Learning Coefficient at Scale Zach Furman Edmund Lau 65 3 0 06 Feb 2024
The most likely common cause A. Hovhannisyan A. Allahverdyan CML 13 1 0 30 Jun 2023
Learning Capacity: A Measure of the Effective Dimensionality of a Model Daiwei Chen Wei-Di Chang Pratik Chaudhari 70 4 0 27 May 2023
Marginal likelihood computation for model selection and hypothesis testing: an extensive review F. Llorente Luca Martino D. Delgado J. Lopez-Santiago 105 85 0 17 May 2020
Observational nonidentifiability, generalized likelihood and free energy A. Allahverdyan 10 2 0 18 Feb 2020
Intrinsic regularization effect in Bayesian nonlinear regression scaled by observed data Satoru Tokuda Kenji Nagata M. Okada 155 1 0 05 Jan 2020
On the complexity of logistic regression models Nicola Bulso M. Marsili Y. Roudi 31 15 0 01 Mar 2019
A scaling law from discrete to continuous solutions of channel capacity problems in the low-noise limit Michael C. Abbott B. Machta 44 6 0 25 Oct 2017
The geometry of sloppiness Emilie Dufresne Heather A. Harrington D. Raman 165 11 0 19 Aug 2016