V. Ratna Saripalli

11 papers Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
To raise or not to raise: the autonomous learning rate question.
Ann. Math. Artif. Intell.
Xiaomeng Dong, Tao Tan, Michael Potter, Yun-Chan Tsai, Gaurav Kumar, V. Ratna Saripalli, Theodore B. Trafalis
2022 — conf
Autonomous Learning Rate Optimization for Deep Learning.
LION
Xiaomeng Dong, Tao Tan, Michael Potter, Yun-Chan Tsai, Gaurav Kumar, V. Ratna Saripalli, Theodore B. Trafalis
2022 — conf
Optimizing Data Augmentation Policy Through Random Unidimensional Search.
LION
Xiaomeng Dong, Michael Potter, Gaurav Kumar, Yun-Chan Tsai, V. Ratna Saripalli, Theodore B. Trafalis
2021 J jnl
Automating Augmentation Through Random Unidimensional Search.
CoRR
Xiaomeng Dong, Michael Potter, Gaurav Kumar, Yun-Chan Tsai, V. Ratna Saripalli
2021 J jnl
To Raise or Not To Raise: The Autonomous Learning Rate Question.
CoRR
Xiaomeng Dong, Tao Tan, Michael Potter, Yun-Chan Tsai, Gaurav Kumar, V. Ratna Saripalli
2020 J jnl
AI-Assisted Annotator Using Reinforcement Learning.
SN Comput. Sci.
V. Ratna Saripalli, Dibyajyoti Pati, Michael Potter, Gopal Avinash, Charles W. Anderson
2019 J jnl
AI Assisted Annotator using Reinforcement Learning.
CoRR
V. Ratna Saripalli, Gopal Avinash, Charles W. Anderson
2019 — conf
D3MC: A Reinforcement Learning Based Data-Driven Dyna Model Compression.
LABELS/HAL-MICCAI/CuRIOUS@MICCAI
Jiahui Guan, Ravi Soni, Dibyajyoti Pati, Gopal Avinash, V. Ratna Saripalli
2019 J jnl
FastEstimator: A Deep Learning Library for Fast Prototyping and Productization.
CoRR
Xiaomeng Dong, Junpyo Hong, Hsi-Ming Chang, Michael Potter, Aritra Chowdhury, Purujit Bahl, Vivek Soni, Yun-Chan Tsai, Rajesh Tamada, Gaurav Kumar, Caroline Favart, V. Ratna Saripalli, Gopal Avinash
2019 — conf
HMC: A Hybrid Reinforcement Learning Based Model Compression for Healthcare Applications.
CASE
Ravi Soni, Jiahui Guan, Gopal Avinash, V. Ratna Saripalli
2019 J jnl
Impact of Inference Accelerators on hardware selection.
CoRR
Dibyajyoti Pati, Caroline Favart, Purujit Bahl, Vivek Soni, Yun-Chan Tsai, Michael Potter, Jiahui Guan, Xiaomeng Dong, V. Ratna Saripalli