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Giridhar Ganapavarapu
Giridhar Ganapavarapu
IBM Research
Verified email at ibm.com
Title
Cited by
Cited by
Year
Towards enabling trusted artificial intelligence via blockchain
K Sarpatwar, R Vaculin, H Min, G Su, T Heath, G Ganapavarapu, ...
Policy-based autonomic data governance, 137-153, 2019
532019
AutoAI-TS: AutoAI for time series forecasting
SY Shah, D Patel, L Vu, XH Dang, B Chen, P Kirchner, H Samulowitz, ...
Proceedings of the 2021 International Conference on Management of Data, 2584 …, 2021
352021
Blockchain enabled AI marketplace: The price you pay for trust
K Sarpatwar, V Sitaramagiridharganesh Ganapavarapu, K Shanmugam, ...
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
242019
Dqa: Scalable, automated and interactive data quality advisor
S Shrivastava, D Patel, A Bhamidipaty, WM Gifford, SA Siegel, ...
2019 IEEE International Conference on Big Data (Big Data), 2913-2922, 2019
162019
Anomalykits: Anomaly detection toolkit for time series
D Patel, G Ganapavarapu, S Jayaraman, S Lin, A Bhamidipaty, ...
Proceedings of the AAAI Conference on Artificial Intelligence 36 (11), 13209 …, 2022
102022
Efficient verification of maching learning applications
VS Ganapavarapu, K Sarpatwar, K Shanmugam, R Vaculin
US Patent App. 16/438,476, 2020
72020
Differentially private distributed data summarization under covariate shift
K Sarpatwar, K Shanmugam, VS Ganapavarapu, A Jagmohan, R Vaculin
Advances in Neural Information Processing Systems 32, 2019
72019
Efficient verification of machine learning applications
VS Ganapavarapu, K Sarpatwar, K Shanmugam, R Vaculin
US Patent 11,562,228, 2023
52023
Electronically verifying a process flow
E Valdez, RH Boivie, VS Ganapavarapu, J Jung, GJ Nam, R Vaculin, ...
US Patent 11,356,275, 2022
22022
Efficient unsupervised anomaly detection on homomorphically encrypted data
K Sarpatwar, VS Ganapavarapu, S Sathe, R Vaculin
US Patent 11,271,958, 2022
22022
AI Explainability 360 Toolkit for Time-Series and Industrial Use Cases
G Ganapavarapu, S Mukherjee, N Martinez Gil, K Sarpatwar, ...
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
12023
Aggregated machine learning verification for database
VS Ganapavarapu, K Sarpatwar, K Shanmugam, R Vaculin
US Patent 11,694,110, 2023
12023
TsSHAP: Robust model agnostic feature-based explainability for time series forecasting
VC Raykar, A Jati, S Mukherjee, N Aggarwal, K Sarpatwar, ...
arXiv preprint arXiv:2303.12316, 2023
12023
Verification of stochastic gradient descent
K Sarpatwar, K Shanmugam, VS Ganapavarapu, R Vaculin
US Patent 11,475,365, 2022
12022
Scaling Anomaly Detection Service Using Serverless Technology
D Patel, S Lin, S Jayaraman, G Ganapavarapu, A Bhamidipaty, ...
2021 IEEE International Conference on Big Data (Big Data), 5982-5984, 2021
12021
Robust Feature Based Model Agnostic Explainability For Time Series Forecasting
V Raykar, S Mukherjee, B Vinzamuri, G Ganapavarapu, N Aggarwal
INFORMS Annual Meeting, 2021
2021
AutoAI-TS: AutoAI for Time Series Forecasting
S Yousaf Shah, D Patel, L Vu, XH Dang, B Chen, P Kirchner, ...
arXiv e-prints, arXiv: 2102.12347, 2021
2021
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