Talks and presentations

Tutorial on Feature Importance

June 23, 2023

Talk, Turo, Paris, Paris, France

In this tutorial, I discussed various feature importance methods for regression/classification setting as how to find important input features which drive the target feature. I also discussed the advantages, and disadvantages of these methods. A regression problem has been taken into consideration to determine the important factors which drive the regression target.

Neural Code Synthesis and Completion

August 25, 2021

Talk, Faculty of Mathematics and Computer Science, Heidelberg University, Heidelberg, Germany

In my MS thesis, I presented my work on Neural Code generation from natural language and Neural code completion.

Artist identification and generating new paintings using DC-GAN

August 05, 2019

Talk, Faculty of Mathematics and Computer Science, Heidelberg University, Heidelberg, Germany

In this Poster Session, we presented our Deep Vision course project on image classification and image generation based on style of artist using DC-GAN architecture.