INTRODUCTION

METHODS  
2.1. Generating the Ultra-Compact Binary Population  
2.2. Simulating Light Curves with Orbital Decay  
2.3. Conditional Entropy Implementation  

RESULTS  
3.1. Period Recovery  
3.2. Significance  

DISCUSSION  

CONCLUSION