CU Boulder News & Events

CSCA 5424: Approximation Algorithms and Linear Programming

Start working toward program admission and requirements right away. Work you complete in the non-credit experience will transfer to the for-credit experience when you ...
IEEE

A Note on the Linear Approximation of TAR Models

Abstract: This chapter provides a definition of linear process and distinguishes between linear approximation and linear representation of nonlinear models. It briefly gives some examples that better ...
Microsoft

Effective Multi-step Temporal-Difference Learning for Non-Linear Function Approximation

Multi-step temporal-difference (TD) learning, where the update targets contain information from multiple time steps ahead, is one of the most popular forms of TD learning for linear function ...
IEEE

Piecewise-Linear Approximation of Self-Attention and Its Accuracy-Aware Training for Area-Efficient Vision Transformer Inference Accelerator

Abstract: Vision Transformer (ViT) is a neural network model specialized for image processing, introduced in 2021. The key feature of ViT is self-attention, which allows it to capture a wide range of ...