Essays about: "low dimensional"
Showing result 6 - 10 of 301 essays containing the words low dimensional.
-
6. On Linear Mode Connectivity up to Permutation of Hidden Neurons in Neural Network : When does Weight Averaging work?
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Neural networks trained using gradient-based optimization methods exhibit a surprising phenomenon known as mode connectivity, where two independently trained network weights are not isolated low loss minima in the parameter space. Instead, they can be connected by simple curves along which the loss remains low. READ MORE
-
7. Autoencoder-Based Likelihood-Free Parameter Inference of Gene Regulatory Network
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : Likelihood-free parameter inference is a well-known statistical methodology that estimates the posterior distribution of model parameters even in cases where the likelihood function is intractable. The performance of this method is highly correlated with the learning of summary statistics, which capture the key features from the high dimensional data such as time series. READ MORE
-
8. Mathematical Modeling and Simulation of Cryogenic Liquid Hydrogen Storage
University essay from Lunds universitet/Kemiteknik (CI)Abstract : Liquid hydrogen is an attractive alternative to fossil fuels in the aviation industry, but storing it both before and during flights introduces many challenges pertaining to the cryogenic liquid conditions required. Having reliable models to predict the dynamical behavior inside the storage tank is therefore of great interest. READ MORE
-
9. Similarity metric for crowd trajectory evaluation on a per-agent basis : An approach based on the sum of absolute differences
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Simulation models that replicate realistic crowd behaviours and dynamics are of great societal use in a variety of fields of research and entertainment. In order to evaluate the accuracy of such models there is a demand for metrics and evaluation solutions that measure how well they simulate the dynamics of real crowds. READ MORE
-
10. BREAKING BARRIERS: Unveiling Best Practices for Promoting Urban Cycling
University essay from Malmö universitet/Institutionen för Urbana Studier (US)Abstract : This study investigates the barriers faced by cities in their efforts to increase the number of urban cyclists and aims to identify best practices to fulfil cities' ambitions. The research explores the multi-dimensional nature of the obstacles and highlights the significance of understanding and addressing them effectively. READ MORE
