GitHub

A Python-based Decision-Focused Learning Toolbox

Weights & Biases is a helpful tool to analyze experiments, while Optuna is an effective tool for hyperparameter tuning. To use either of these tools, make sure to check out the notebooks in the ...
IEEE

IRIS-DDPG: A Reinforcement Learning-Based Optimization for Irregular Reconfigurable Intelligent Surfaces Exploiting Statistical CSI

Abstract: This work presents a new reinforcement learning framework for optimizing the design of irregular reconfigurable intelligent surfaces (IRIS) to enhance the downlink performance of 6G ...
GitHub

Automatically generate beautiful documentation diagrams from Python code

Developers love diagrams but hate making them. RenderSchema solves this by automatically generating clean, professional diagrams from your Python code. No more manual diagramming tools or outdated ...
IEEE

Late Breaking Results: BLAST: Bisection-Free Learning Approach for Statistical Timing Characterization

Abstract: Statistical timing characterization for standard cells faces significant computational challenges due to the laborious bisection analysis for setup/hold constraint of sequential cells. To ...