Sindhu Ghanta

According to our database, Sindhu Ghanta authored at least 7 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Improving AML Diagnosis Precision: Deep Learning-Based Classification of Leukocyte Morphology and Malignancy.

Venkat Penmetsa, Lachin Fernando, Sindhu Ghanta

Proceedings of the International Conference on Machine Learning and Applications, 2023

2019

ML Health: Fitness Tracking for Production Models.

Sindhu Ghanta, Sriram Subramanian, Lior Khermosh, Swaminathan Sundararaman, Harshil Shah, Yakov Goldberg, Drew S. Roselli, Nisha Talagala

CoRR, 2019

MPP: Model Performance Predictor.

Sindhu Ghanta, Sriram Subramanian, Lior Khermosh, Harshil Shah, Yakov Goldberg, Swaminathan Sundararaman, Drew S. Roselli, Nisha Talagala

Proceedings of the 2019 USENIX Conference on Operational Machine Learning, 2019

2018

Interpretability and Reproducability in Production Machine Learning Applications.

Sindhu Ghanta, Sriram Subramanian, Swaminathan Sundararaman, Lior Khermosh, Vinay Sridhar, Dulcardo Arteaga, Qianmei Luo, Dhananjoy Das, Nisha Talagala

Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

ECO: Harmonizing Edge and Cloud with ML/DL Orchestration.

Nisha Talagala, Swaminathan Sundararaman, Vinay Sridhar, Dulcardo Arteaga, Qianmei Luo, Sriram Subramanian, Sindhu Ghanta, Lior Khermosh, Drew S. Roselli

Proceedings of the USENIX Workshop on Hot Topics in Edge Computing, 2018

2017

A Marked Poisson Process Driven Latent Shape Model for 3D Segmentation of Reflectance Confocal Microscopy Image Stacks of Human Skin.

Sindhu Ghanta, Michael I. Jordan, Kivanç Köse, Dana H. Brooks, Milind Rajadhyaksha, Jennifer G. Dy

IEEE Trans. Image Process., 2017

2011

Wavelet domain detection of rust in steel bridge images.

Sindhu Ghanta, Tanja Karp, Sangwook Lee

Proceedings of the IEEE International Conference on Acoustics, 2011