Follow
Deepak Vijaykeerthy
Deepak Vijaykeerthy
IBM Research India
Verified email at in.ibm.com - Homepage
Title
Cited by
Cited by
Year
An ADMM based framework for automl pipeline configuration
S Liu, P Ram, D Vijaykeerthy, D Bouneffouf, G Bramble, H Samulowitz, ...
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 4892-4899, 2020
782020
Verifying individual fairness in machine learning models
PG John, D Vijaykeerthy, D Saha
Conference on Uncertainty in Artificial Intelligence, 749-758, 2020
612020
Efficient synthesis of probabilistic programs
AV Nori, S Ozair, SK Rajamani, D Vijaykeerthy
ACM SIGPLAN Notices 50 (6), 208-217, 2015
592015
Explaining deep learning models using causal inference
T Narendra, A Sankaran, D Vijaykeerthy, S Mani
arXiv preprint arXiv:1811.04376, 2018
582018
Debugging Machine Learning Tasks
A Chakarov, AV Nori, SK Rajamani, S Sen, D Vijaykeerthy
http://arxiv.org/abs/1603.07292, 2016
582016
A framework for learning ante-hoc explainable models via concepts
A Sarkar, D Vijaykeerthy, A Sarkar, VN Balasubramanian
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
432022
An introduction to adversarial machine learning
A Kumar, S Mehta, D Vijaykeerthy
International Conference on Big Data Analytics, 293-299, 2017
132017
Exploring the hyperparameter landscape of adversarial robustness
E Duesterwald, A Murthi, G Venkataraman, M Sinn, D Vijaykeerthy
arXiv preprint arXiv:1905.03837, 2019
102019
Hardening deep neural networks via adversarial model cascades
D Vijaykeerthy, A Suri, S Mehta, P Kumaraguru
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
72019
Testing bias checkers
K Dey, D Saha, D Vijaykeerthy, PK Lohia
US Patent 11,556,747, 2023
62023
Explaining deep learning models using causal inference. arXiv 2018
T Narendra, A Sankaran, D Vijaykeerthy, S Mani
arXiv preprint arXiv:1811.04376, 0
6
Resiliency of machine learning models
M Kesarwani, S Samanta, D Vijaykeerthy, S Mehta, K Sankaranarayanan
US Patent 10,733,287, 2020
52020
User explanation guided machine learning
D Vijaykeerthy, PG John, D Saha
US Patent 11,636,331, 2023
42023
System for operationalizing high-level machine learning training enhancements from low-level primitives
E Duesterwald, A Murthi, D Vijaykeerthy, V Arya, G Venkataraman
US Patent 11,500,671, 2022
22022
Adversarial treatment to machine learning model adversary
M Kesarwani, D Vijaykeerthy, S Mehta, S Samanta, K Sankaranarayanan
US Patent App. 16/255,620, 2020
22020
Detecting contextual bias in text
N Panwar, N Madaan, D Vijaykeerthy, PK Lohia, D Saha
US Patent App. 17/233,727, 2022
12022
Priority-based, accuracy-controlled individual fairness of unstructured text
PK Lohia, D Vijaykeerthy, D Saha, N Madaan, N Panwar
US Patent App. 17/161,125, 2022
12022
Automated Testing of AI Models
S Haldar, D Vijaykeerthy, D Saha
arXiv preprint arXiv:2110.03320, 2021
12021
Inducing semantic grouping of latent concepts for explanations: An ante-hoc approach
A Sarkar, D Vijaykeerthy, A Sarkar, VN Balasubramanian
arXiv preprint arXiv:2108.11761, 2021
12021
Storage layer selection based upon information assignment
K Narayanam, S Mujumdar, S Mehta, D Vijaykeerthy
US Patent 10,732,883, 2020
12020
The system can't perform the operation now. Try again later.
Articles 1–20