How to represent X^2/Y (X and Y are matrices) in cvxpy respecting DCP rules? Representing X2 Y in CVXPY A Guide to DCP Compliance CVXPY a powerful Python based convex optimization library offers a user friendly interface for formulating 2 min read 05-10-2024 28
Reformulation of SOCP constraints for convex optimization problem Understanding and Reformulating SOCP Constraints in Convex Optimization Problem Lets say we have a convex optimization problem where a constraint involves a nor 2 min read 03-10-2024 30
How to model log(e^x/(e^y+c)) in cvxpy with respect to DCP rules? Modeling log ex ey c in CVXPY A Guide to DCP Rules Problem You want to model the expression log ex ey c in CVXPY but you re unsure how to do so while adhering t 2 min read 02-10-2024 31
how to calculate mean of positive elements with cvxpy How to Calculate the Mean of Positive Elements Using CVXPY Calculating the mean of positive elements in a dataset can be a common task in data analysis and opti 3 min read 01-10-2024 32
Trouble computing gradient of constraint function in PyTorch for SQUAT adversarial attack algorithm implementation Navigating the Gradient Calculation Hurdle in SQUAT Adversarial Attacks with Py Torch Implementing the SQUAT S ensitive Q uery U ncertainty A ttack T echnique a 3 min read 30-09-2024 30