Programming by Rewards. - Nagarajan Natarajan; Ajaykrishna Karthikeyan; Prateek Jain 002; Ivan Radicek; Sriram K. Rajamani; Sumit Gulwani; Johannes Gehrke (CoRR, 2020)

Learning Accurate Decision Trees with Bandit Feedback via Quantized Gradient Descent. - Ajaykrishna Karthikeyan; Naman Jain; Nagarajan Natarajan; Prateek Jain 002 (Trans. Mach. Learn. Res., 2022)

SelfTune: Tuning Cluster Managers. - Ajaykrishna Karthikeyan; Nagarajan Natarajan; Gagan Somashekar; Lei Zhao; Ranjita Bhagwan; Rodrigo Fonseca; Tatiana Racheva; Yogesh Bansal (NSDI, 2023)