Deepak Vijaykeerthy

An ADMM Based Framework for AutoML Pipeline Configuration

Sijia Liu, Parikshit Ram, Deepak Vijaykeerthy et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 52 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +26

A Framework for Learning Ante-hoc Explainable Models via Concepts

Anirban Sarkar, Deepak Vijaykeerthy, Anindya Sarkar et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 37 citations

Artificial Intelligence, Structured Prediction, Engineering +18

Efficient synthesis of probabilistic programs

Aditya V. Nori, Sherjil Ozair, Sriram K. Rajamani et al. · 2015 · 31 citations

Artificial Intelligence, Engineering, Machine Learning +18

Explaining Deep Learning Models using Causal Inference

Tanmayee Narendra, Anush Sankaran, Deepak Vijaykeerthy et al. · arXiv (Cornell University) · 2018 · 28 citations · Full text

Large Ai Model, Convolutional Neural Network, Cognitive Science +15

Debugging Machine Learning Tasks

Aleksandar Chakarov, Aditya V. Nori, Sriram K. Rajamani et al. · arXiv (Cornell University) · 2016 · 24 citations · Full text

Root Cause Analysis, Engineering, Machine Learning +16