274 citations
- IBM (India)IN25 papers
- IBM (United States)US15 papers
- Indian Institute of Technology DelhiIN11 papers
- Indian Institute of Science BangaloreIN10 papers
- IBM Research - AlmadenUS6 papers
- Indian Institute of Technology BombayIN5 papers
- Indian Institute of Technology MadrasIN5 papers
- IBM Research - Thomas J. Watson Research CenterUS4 papers
- Indian Institute of Technology HyderabadIN4 papers
- IBM Research - IrelandIE3 papers
- Indian Institute of Technology KanpurIN3 papers
- Indian Institute of Technology KharagpurIN3 papers
11 papers · 1 filter
Bias Mitigation Post-processing for Individual and Group Fairness
Pranay K. Lohia, Karthikeyan Natesan Ramamurthy, Manish Bhide +3
Whereas previous post-processing approaches for increasing the fairness of predictions of biased classifiers address only group fairness, we propose a method for increasing both in…
Processing Transactions in a Predefined Order
Mohamed M. Saad, Masoomeh Javidi Kishi, Shihao Jing +2
In this paper we provide a high performance solution to the problem of committing transactions while enforcing a predefined order. We provide the design and implementation of three…
Outlier Aware Network Embedding for Attributed Networks
Sambaran Bandyopadhyay, Lokesh N, M. N. Murty
Attributed network embedding has received much interest from the research community as most of the networks come with some content in each node, which is also known as node attribu…
What is my data worth? From data properties to data value
Kalapriya Kannan, Rema Ananthanarayanan, Sameep Mehta
Data today fuels both the economy and advances in machine learning and AI. All aspects of decision making, at the personal and enterprise level and in governments are increasingly…
Understanding and Predicting Links in Graphs: A Persistent Homology Perspective
Sumit Bhatia, Bapi Chatterjee, Deepak Nathani +1
Persistent Homology is a powerful tool in Topological Data Analysis (TDA) to capture topological properties of data succinctly at different spatial resolutions. For graphical data,…
Topic-Specific Sentiment Analysis Can Help Identify Political Ideology
Sumit Bhatia, Deepak P
Ideological leanings of an individual can often be gauged by the sentiment one expresses about different issues. We propose a simple framework that represents a political ideology…