Statistical Mechanics and Artificial Neural Networks: Principles, Models, and Applications

5 April 2024

Papers citing "Statistical Mechanics and Artificial Neural Networks: Principles, Models, and Applications"

13 / 13 papers shown

Title
Visualizing high-dimensional loss landscapes with Hessian directions Lucas Böttcher Gregory R. Wheeler 54 14 0 28 Aug 2022
Interpretable Polynomial Neural Ordinary Differential Equations Colby Fronk Linda R. Petzold 55 27 0 09 Aug 2022
Spectrally Adapted Physics-Informed Neural Networks for Solving Unbounded Domain Problems Mingtao Xia Lucas Böttcher T. Chou 58 21 0 06 Feb 2022
Hopfield Networks is All You Need Hubert Ramsauer Bernhard Schafl Johannes Lehner Philipp Seidl Michael Widrich ... David P. Kreil Michael K Kopp Günter Klambauer Johannes Brandstetter Sepp Hochreiter 83 429 0 16 Jul 2020
Neural Ordinary Differential Equation Control of Dynamics on Graphs Thomas Asikis Lucas Böttcher Nino Antulov-Fantulin 52 42 0 17 Jun 2020
The gap between theory and practice in function approximation with deep neural networks Ben Adcock N. Dexter 40 93 0 16 Jan 2020
Learning the Ising Model with Generative Neural Networks Francesco DÁngelo Lucas Böttcher AI4CE 33 28 0 15 Jan 2020
On Empirical Comparisons of Optimizers for Deep Learning Dami Choi Christopher J. Shallue Zachary Nado Jaehoon Lee Chris J. Maddison George E. Dahl 66 260 0 11 Oct 2019
Neural Ordinary Differential Equations T. Chen Yulia Rubanova J. Bettencourt David Duvenaud AI4CE 341 5,081 0 19 Jun 2018
A high-bias, low-variance introduction to Machine Learning for physicists Pankaj Mehta Marin Bukov Ching-Hao Wang A. G. Day C. Richardson Charles K. Fisher D. Schwab AI4CE 79 873 0 23 Mar 2018
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 398 2,935 0 15 Sep 2016
Qualitatively characterizing neural network optimization problems Ian Goodfellow Oriol Vinyals Andrew M. Saxe ODL 105 522 0 19 Dec 2014
Deep Learning in Neural Networks: An Overview Jürgen Schmidhuber HAI 222 16,336 0 30 Apr 2014