3 citations · 3 across the 3 of their papers we have counts for
3 papers
AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning
Krishnateja Killamsetty, Guttu Sai Abhishek, Aakriti +4
Deep neural networks have seen great success in recent years; however, training a deep model is often challenging as its performance heavily depends on the hyper-parameters used. I…
Parallel Algorithms for Adding a Collection of Sparse Matrices
Md Taufique Hussain, Guttu Sai Abhishek, Aydin Buluç +1
We develop a family of parallel algorithms for the SpKAdd operation that adds a collection of k sparse matrices. SpKAdd is a much needed operation in many applications including di…
SPEAR : Semi-supervised Data Programming in Python
Guttu Sai Abhishek, Harshad Ingole, Parth Laturia +4
We present SPEAR, an open-source python library for data programming with semi supervision. The package implements several recent data programming approaches including facility to…