Benchmarking performance of RaySGD and Horovod for big data applications. - Shruti Kunde; Amey Pandit; Rekha Singhal (IEEE BigData, 2020)

Recommending in changing times. - Shruti Kunde; Mayank Mishra; Amey Pandit; Rekha Singhal; Manoj Karunakaran Nambiar; Gautam Shroff; Shashank Gupta (RecSys, 2020)

Data-Efficient Training of High-Resolution Images in Medical Domain. - Shruti Kunde; Amey Pandit; Kushagra Mahajan; Monika Sharma; Rekha Singhal; Lovekesh Vig (ESANN, 2021)

Distributed training for accelerating metalearning algorithms. - Shruti Kunde; Amey Pandit; Mayank Mishra; Rekha Singhal (BiDEDE@SIGMOD, 2021)

Experience with PCIe streaming on FPGA for high throughput ML inferencing. - Piyush Manavar; Manoj Nambiar 001; Nupur Sumeet; Rekha Singhal; Sharod Choudhary; Amey Pandit (CoRR, 2021)

Accelerating Gradient-based Meta Learner. - Varad Pimpalkhute; Amey Pandit; Mayank Mishra; Rekha Singhal (CoRR, 2021)

MetaFaaS: learning-to-learn on serverless. - Varad Pimpalkhute; Shruti Kunde; Rekha Singhal; Surya Palepu; Dheeraj Chahal; Amey Pandit (BiDEDE@SIGMOD, 2022)

Learning-to-learn efficiently with self-learning. - Shruti Kunde; Sharod Roy Choudhury; Amey Pandit; Rekha Singhal (DEEM@SIGMOD, 2022)