Efficient synthesis of probabilistic programs. - Aditya V. Nori; Sherjil Ozair; Sriram K. Rajamani; Deepak Vijaykeerthy (PLDI, 2015)

Debugging Machine Learning Tasks. - Aleksandar Chakarov; Aditya V. Nori; Sriram K. Rajamani; Shayak Sen; Deepak Vijaykeerthy (CoRR, 2016)

An Introduction to Adversarial Machine Learning. - Atul Kumar 002; Sameep Mehta; Deepak Vijaykeerthy (BDA, 2017)

Explaining Deep Learning Models using Causal Inference. - Tanmayee Narendra; Anush Sankaran; Deepak Vijaykeerthy; Senthil Mani (CoRR, 2018)

Hardening Deep Neural Networks via Adversarial Model Cascades. - Deepak Vijaykeerthy; Anshuman Suri; Sameep Mehta; Ponnurangam Kumaraguru (IJCNN, 2019)

Exploring the Hyperparameter Landscape of Adversarial Robustness. - Evelyn Duesterwald; Anupama Murthi; Ganesh Venkataraman; Mathieu Sinn; Deepak Vijaykeerthy (CoRR, 2019)

An ADMM Based Framework for AutoML Pipeline Configuration. - Sijia Liu 001; Parikshit Ram; Deepak Vijaykeerthy; Djallel Bouneffouf 001; Gregory Bramble; Horst Samulowitz; Dakuo Wang; Andrew Conn 001; Alexander G. Gray (AAAI, 2020)

Verifying Individual Fairness in Machine Learning Models. - Philips George John; Deepak Vijaykeerthy; Diptikalyan Saha (UAI, 2020)

Solving Constrained CASH Problems with ADMM. - Parikshit Ram; Sijia Liu 001; Deepak Vijaykeerthy; Dakuo Wang; Djallel Bouneffouf 001; Gregory Bramble; Horst Samulowitz; Alexander G. Gray (CoRR, 2020)

Inducing Semantic Grouping of Latent Concepts for Explanations: An Ante-Hoc Approach. - Anirban Sarkar 001; Deepak Vijaykeerthy; Anindya Sarkar; Vineeth N. Balasubramanian (CoRR, 2021)

Automated Testing of AI Models. - Swagatam Haldar; Deepak Vijaykeerthy; Diptikalyan Saha (CoRR, 2021)

A Framework for Learning Ante-hoc Explainable Models via Concepts. - Anirban Sarkar 001; Deepak Vijaykeerthy; Anindya Sarkar; Vineeth N. Balasubramanian (CVPR, 2022)

On Evaluation of Vision Datasets and Models using Human Competency Frameworks. - Rahul Ramachandran; Tejal Kulkarni; Charchit Sharma; Deepak Vijaykeerthy; Vineeth N. Balasubramanian (CoRR, 2024)