Sindhu Ghanta

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 7

Top Topics

Conjunctive Queries

Theoretical Foundation

Shape From Shading

Top Venues

IEEE Trans. Image Process.

Publications

Venkat Penmetsa, Lachin Fernando, Sindhu Ghanta
Improving AML Diagnosis Precision: Deep Learning-Based Classification of Leukocyte Morphology and Malignancy. ICMLA (2023)
Sindhu Ghanta, Sriram Subramanian, Lior Khermosh, Swaminathan Sundararaman, Harshil Shah, Yakov Goldberg, Drew S. Roselli, Nisha Talagala
ML Health: Fitness Tracking for Production Models. CoRR (2019)
Sindhu Ghanta, Sriram Subramanian, Lior Khermosh, Harshil Shah, Yakov Goldberg, Swaminathan Sundararaman, Drew S. Roselli, Nisha Talagala
MPP: Model Performance Predictor. OpML (2019)
Sindhu Ghanta, Sriram Subramanian, Lior Khermosh, Harshil Shah, Yakov Goldberg, Swaminathan Sundararaman, Drew S. Roselli, Nisha Talagala
MPP: Model Performance Predictor. CoRR (2019)
Sindhu Ghanta, Sriram Subramanian, Swaminathan Sundararaman, Lior Khermosh, Vinay Sridhar, Dulcardo Arteaga, Qianmei Luo, Dhananjoy Das, Nisha Talagala
Interpretability and Reproducability in Production Machine Learning Applications. ICMLA (2018)
Nisha Talagala, Swaminathan Sundararaman, Vinay Sridhar, Dulcardo Arteaga, Qianmei Luo, Sriram Subramanian, Sindhu Ghanta, Lior Khermosh, Drew S. Roselli
ECO: Harmonizing Edge and Cloud with ML/DL Orchestration. HotEdge (2018)
Sindhu Ghanta, Michael I. Jordan, Kivanç Köse, Dana H. Brooks, Milind Rajadhyaksha, Jennifer G. Dy
A Marked Poisson Process Driven Latent Shape Model for 3D Segmentation of Reflectance Confocal Microscopy Image Stacks of Human Skin. IEEE Trans. Image Process. 26 (1) (2017)
Sindhu Ghanta, Tanja Karp, Sangwook Lee
Wavelet domain detection of rust in steel bridge images. ICASSP (2011)