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2020 – today
- 2023
[c5]Venkat Penmetsa, Lachin Fernando, Sindhu Ghanta:
Improving AML Diagnosis Precision: Deep Learning-Based Classification of Leukocyte Morphology and Malignancy. ICMLA 2023: 2119-2124
2010 – 2019
- 2019
- [c4]Sindhu Ghanta, Sriram Subramanian, Lior Khermosh, Harshil Shah, Yakov Goldberg, Swaminathan Sundararaman, Drew S. Roselli, Nisha Talagala:
MPP: Model Performance Predictor. OpML 2019: 23-25 - [i2]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 abs/1902.02808 (2019) - [i1]Sindhu Ghanta, Sriram Subramanian, Lior Khermosh, Harshil Shah, Yakov Goldberg, Swaminathan Sundararaman, Drew S. Roselli, Nisha Talagala:
MPP: Model Performance Predictor. CoRR abs/1902.08638 (2019) - 2018
- [c3]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 - [c2]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: 658-664 - 2017
- [j1]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): 172-184 (2017) - 2011
- [c1]Sindhu Ghanta, Tanja Karp, Sangwook Lee:
Wavelet domain detection of rust in steel bridge images. ICASSP 2011: 1033-1036
Coauthor Index
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