Function-Correcting Codes for $\rho$-locally $\lambda$-functions

In this paper, we explore $\rho$-locally $\lambda$-functions and develop function-correcting codes for these functions. We propose an upper bound on the redundancy of these codes, based on the minimum possible length of an error-correcting code with a given number of codewords and minimum distance. Additionally, we provide a sufficient optimality condition for the function-correcting codes when $\lambda = 4$. We also demonstrate that any function can be represented as a $\rho$-locally $\lambda$-function, illustrating this with a representation of Hamming weight distribution functions. Furthermore, we present another construction of function-correcting codes for Hamming weight distribution functions.