1 INTRODUCTION

2 OPEN SUPERNOVA CATALOG DATA

3 GAUSSIAN PROCESSES FOR INTERPOLATION IN TIME AND WAVELENGTH

4 CONVOLUTIONAL NEURAL NETWORKS

5 RESULTS ON CLASSIFYING OPEN SUPERNOVA CATALOG DATA

6 TRANSFER LEARNING ON PLASTICC SUPERNOVA LIGHT CURVES

7 CLASSIFYING PLASTICC LIGHT CURVES WITH TRANSFER LEARNING

8 DISCUSSION & CONCLUSIONS