10 citations · 14 across the 3 of their papers we have counts for
5 papers
On Shapley Credit Allocation for Interpretability
Debraj Basu
We emphasize the importance of asking the right question when interpreting the decisions of a learning model. We discuss a natural extension of the theoretical machinery from Janzi…
Security Issues of Low Power Wide Area Networks in the Context of LoRa Networks
Debraj Basu, Tianbo Gu, Prasant Mohapatra
Low Power Wide Area Networks (LPWAN) have been used to support low cost and mobile bi-directional communications for the Internet of Things (IoT), smart city and a wide range of in…
Towards Learning-automation IoT Attack Detection through Reinforcement Learning
Tianbo Gu, Allaukik Abhishek, Hao Fu +3
As a massive number of the Internet of Things (IoT) devices are deployed, the security and privacy issues in IoT arouse more and more attention. The IoT attacks are causing tremend…
Sentiment Analysis in Drug Reviews using Supervised Machine Learning Algorithms
Sairamvinay Vijayaraghavan, Debraj Basu
Sentiment Analysis is an important algorithm in Natural Language Processing which is used to detect sentiment within some text. In our project, we had chosen to work on analyzing r…
Qsparse-local-SGD: Distributed SGD with Quantization, Sparsification, and Local Computations
Debraj Basu, Deepesh Data, Can Karakus +1
Communication bottleneck has been identified as a significant issue in distributed optimization of large-scale learning models. Recently, several approaches to mitigate this proble…