most citedRobust Class-Conditional Distribution Alignment for Partial Domain Adaptation

1 citations · 1 across the 5 of their papers we have counts for

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5 papers

cs.DM2024

Critical Thresholds for Maximum Cardinality Matching on General Hypergraphs

Christopher Sumnicht, Jamison W. Weber, Dhanush R. Giriyan +1

Significant work has been done on computing the ``average'' optimal solution value for various -complete problems using the Erdös-Rényi model to establish \emph{critic…

cs.NI2024

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…

cs.CV20231 cited

Robust Class-Conditional Distribution Alignment for Partial Domain Adaptation

Sandipan Choudhuri, Arunabha Sen

Unwanted samples from private source categories in the learning objective of a partial domain adaptation setup can lead to negative transfer and reduce classification performance.…

cs.CY2023

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…

cs.CV2023

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…