Name: Sahil Singla
Type: User
Company: University of Maryland
Bio: I am a PhD student at the University of Maryland, College Park. My research interests are in robust and reliable machine learning.
Twitter: sahilsingla47
Location: College Park
Blog: https://singlasahil14.github.io
Sahil Singla's Projects
Reproducible Rapid Research for Neural Architecture Search (NAS)
Code for the CVPR 2021 paper: Understanding Failures of Deep Networks via Robust Feature Extraction
This is a barebones Node.js app using the Express framework.
This branch is developed for deep face recognition
code for the paper https://arxiv.org/abs/1902.00407
A fast and efficient way to compute a differentiable bound on the singular values of convolution layers
fast.ai Courses
cs224d (Deep learning for NLP) psets solutions
Code for fast data augmentation
Code for data-centric debugging paper
Kaggle competition code files
A library for efficient similarity search and clustering of dense vectors.
Code for the ICLR paper: https://openreview.net/forum?id=JCRblSgs34Z
code for Holistically-Nested Edge Detection
A new test set for ImageNet
Code for reproducing experiments in "Improved Training of Wasserstein GANs"
Utility files for kaggle
Keras implementation of fast-rcnn paper
Experiments with different loss functions for image classification
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
Demo of kaggle statefarm for Delhi tech meetup
Models built with TensorFlow
Face recognition with deep neural networks.