14 citations · 74 across the 22 of their papers we have counts for
5 papers · 1 filter
DCC: A Cascade based Approach to Detect Communities in Social Networks
Soumita Das, Anupam Biswas, Akrati Saxena
Community detection in Social Networks is associated with finding and grouping the most similar nodes inherent in the network. These similar nodes are identified by computing tie s…
FAL-CUR: Fair Active Learning using Uncertainty and Representativeness on Fair Clustering
Ricky Fajri, Akrati Saxena, Yulong Pei +1
Active Learning (AL) techniques have proven to be highly effective in reducing data labeling costs across a range of machine learning tasks. Nevertheless, one known challenge of th…
FairSNA: Algorithmic Fairness in Social Network Analysis
Akrati Saxena, George Fletcher, Mykola Pechenizkiy
In recent years, designing fairness-aware methods has received much attention in various domains, including machine learning, natural language processing, and information retrieval…
Survey on Fair Reinforcement Learning: Theory and Practice
Pratik Gajane, Akrati Saxena, Maryam Tavakol +2
Fairness-aware learning aims at satisfying various fairness constraints in addition to the usual performance criteria via data-driven machine learning techniques. Most of the resea…
A Bi-level assessment of Twitter in predicting the results of an election: Delhi Assembly Elections 2020
Maneet Singh, S. R. S. Iyengar, Akrati Saxena +1
Elections are the backbone of any democratic country, where voters elect the candidates as their representatives. The emergence of social networking sites has provided a platform f…