Search Results for author: Gautam Srivastava

Found 6 papers, 0 papers with code

Communication Efficiency in Federated Learning: Achievements and Challenges

no code implementations23 Jul 2021 Osama Shahid, Seyedamin Pouriyeh, Reza M. Parizi, Quan Z. Sheng, Gautam Srivastava, Liang Zhao

Over the years, this has become an emerging technology especially with various data protection and privacy policies being imposed FL allows performing machine learning tasks whilst adhering to these challenges.

BIG-bench Machine Learning Federated Learning

Genetically Optimized Prediction of Remaining Useful Life

no code implementations17 Feb 2021 Shaashwat Agrawal, Sagnik Sarkar, Gautam Srivastava, Praveen Kumar Reddy Maddikunta, Thippa Reddy Gadekallu

The application of remaining useful life (RUL) prediction has taken great importance in terms of energy optimization, cost-effectiveness, and risk mitigation.

The Homophily Principle in Social Network Analysis

no code implementations21 Aug 2020 Kazi Zainab Khanam, Gautam Srivastava, Vijay Mago

In recent years, social media has become a ubiquitous and integral part of social networking.

Statistical Descriptors-based Automatic Fingerprint Identification: Machine Learning Approaches

no code implementations18 Jul 2019 Hamid Jan, Amjad Ali, Shahid Mahmood, Gautam Srivastava

We have evaluated the quality of machine learning techniques that has been implemented in automatic fingerprint identification.

BIG-bench Machine Learning

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