2 papers
math.OC2024
A Simple Introduction to the SiMPL Method for Density-Based Topology Optimization
Dohyun Kim, Boyan Stefanov Lazarov, Thomas M. Surowiec +1
We introduce a novel method for solving density-based topology optimization problems: Sigmoidal Mirror descent with a Projected Latent variable (SiMPL). The SiMPL method (pronounce…
cs.LG2024
Improving Explainability of Softmax Classifiers Using a Prototype-Based Joint Embedding Method
Hilarie Sit, Brendan Keith, Karianne Bergen
We propose a prototype-based approach for improving explainability of softmax classifiers that provides an understandable prediction confidence, generated through stochastic sampli…