S
Sameep Mehta
Researcher at IBM
Publications - 167
Citations - 2826
Sameep Mehta is an academic researcher from IBM. The author has contributed to research in topics: Context (language use) & Service (business). The author has an hindex of 22, co-authored 160 publications receiving 2093 citations. Previous affiliations of Sameep Mehta include Lady Hardinge Medical College & All India Institute of Medical Sciences.
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A Survey on Resilient Machine Learning
Amit Kumar,Sameep Mehta +1 more
TL;DR: Understanding security of machine learning algorithms and systems is emerging as an important research area among computer security and machine learning researchers and practitioners is presented.
Proceedings Article
Discovering spatial relationships between approximately equivalent patterns in contact maps
TL;DR: This work examines contact maps generated from protein data in order to discover spatial relationships among the connected patterns contained in those maps and presents a method for finding relationships between approximate patterns in contact maps.
Proceedings Article
Feature Mining Paradigms for Scientific Data.
Ming Jiang,Tat-Sang Choy,Sameep Mehta,Matt Coatney,Steve Barr,Kaden R. A. Hazzard,David A. Richie,Srinivasan Parthasarathy,Raghu Machiraju,David S. Thompson,John W. Wilkins,Boyd Gatlin +11 more
TL;DR: This paper offers a systematic approach to detect the significant features in both domains, characterize and track them, and formulate hypotheses with regard to their complex evolution, and includes two paradigms for feature mining.
Proceedings ArticleDOI
On Building Efficient Temporal Indexes on Hyperledger Fabric
TL;DR: In this paper, the problem of constructing efficient temporal indexes on Hyperledger Fabric, a popular blockchain platform, is discussed and two models for creating temporal indexes are presented. But the performance tradeoffs among these variants across various dimensions - data storage, query performance, event insertion time etc.
Proceedings ArticleDOI
Ownership preserving AI Market Places using Blockchain
Nishant Baranwal Somy,Kalapriya Kannan,Vijay Arya,Sandeep Hans,Abhishek Singh,Pranay Lohia,Sameep Mehta +6 more
TL;DR: The system protocols are set up to incentivize all three entities - data owners, cloud vendors, and AI developers to truthfully record their actions on the distributed ledger, so that the blockchain system provides verifiable evidence of wrongdoing and dispute resolution.