4 papers
Fault-tolerant Network Design for Bounded Delay Data Transfer from PMUs to Control Center
A. Sen, C. Sumnicht, S. Adeniye +2
Communication network design for monitoring the state of an electric power grid has received significant attention in recent years. In order to measure stability of a power grid, i…
Methodologies for Selection of Optimal Sites for Renewable Energy Under a Diverse Set of Constraints and Objectives
Arunabha Sen, Christopher Sumnicht, Sandipan Choudhuri +2
In this paper, we present methodologies for optimal selection for renewable energy sites under a different set of constraints and objectives. We consider two different models for t…
A Robust Negative Learning Approach to Partial Domain Adaptation Using Source Prototypes
Sandipan Choudhuri, Suli Adeniye, Arunabha Sen
This work proposes a robust Partial Domain Adaptation (PDA) framework that mitigates the negative transfer problem by incorporating a robust target-supervision strategy. It leverag…
Domain-Invariant Feature Alignment Using Variational Inference For Partial Domain Adaptation
Sandipan Choudhuri, Suli Adeniye, Arunabha Sen +1
The standard closed-set domain adaptation approaches seek to mitigate distribution discrepancies between two domains under the constraint of both sharing identical label sets. Howe…