GitHub

Derivatives of Non-Linear Functions

A non-linear function So we saw previously that the derivative is the rate of change of our function. We express this as $ f' (x) = \frac {\Delta f} {\Delta x}$. So far we have only calculated the ...
University of Bristol

Non-linear Systems

Non-linear physics is the study of systems where the output is not directly proportional to the input. Unlike linear systems, which follow simple, predictable relationships, non-linear systems exhibit ...
The Earth Institute Columbia University

Non-Linear Functions

Often in economics a linear function cannot explain the relationship between variables. In such cases a non-linear function must be used. Non-linear means the graph is not a straight line. The graph ...
GitHub

Actor-critic multi-objective reinforcement learning for non-linear utility functions

This is the code repository for: Reymond, M., Hayes, C. F., Steckelmacher, D., Roijers, D. M., & Nowé, A. (2023). Actor-critic multi-objective reinforcement learning ...
IEEE

Learning continuous piecewise non-linear activation functions for deep neural networks

Abstract: Activation functions provide the non-linearity to deep neural networks, which are crucial for the optimization and performance improvement. In this paper, we propose a learnable continuous ...
IEEE

Bicoptor: Two-round Secure Three-party Non-linear Computation without Preprocessing for Privacy-preserving Machine Learning

Abstract: The overhead of non-linear functions dominates the performance of the secure multiparty computation (MPC) based privacy-preserving machine learning (PPML). This work introduces a family of ...