Towards Practical Explainability with Cluster Descriptors

Autor: Liu, Xiaoyuan, Tyagin, Ilya, Ushijima-Mwesigwa, Hayato, Ghosh, Indradeep, Safro, Ilya

With the rapid development of machine learning, improving its explainability has become a crucial research goal. We study the problem of making the clusters more explainable by investigating the cluster descriptors. Given a set of objects $S$, a clus

Externí odkaz: http://arxiv.org/abs/2210.10662

Ising-Based Louvain Method: Clustering Large Graphs with Specialized Hardware

Autor: Kalehbasti, Pouya Rezazadeh, Ushijima-Mwesigwa, Hayato, Mandal, Avradip, Ghosh, Indradeep

Publikováno v: International Symposium on Intelligent Data Analysis, pp. 350-361. Springer, Cham, 2021

Recent advances in specialized hardware for solving optimization problems such quantum computers, quantum annealers, and CMOS annealers give rise to new ways for solving real-word complex problems. However, given current and near-term hardware limita

Externí odkaz: http://arxiv.org/abs/2012.11391

Essays in open economy macroeconomics

Autor: Ghosh, Indradeep, Ph. D. Massachusetts Institute of Technology

Thesis (Ph. D.)--Massachusetts Institute of Technology, Dept. of Economics, 2007.
"February 2007."
Includes bibliographical references.
This thesis is a collection of two essays on open economy macroeconomics. The first essay is on imp

Externí odkaz: http://hdl.handle.net/1721.1/38611

Financial untouchability: a polysemic narrative of digital financial inclusion in Modi’s India

Autor: Ghosh Indradeep, Ismail Erturk, Kadambari Shah

Publikováno v: Erturk, I, Indradeep, G & Shah, K 2022, ' Financial untouchability: a polysemic narrative of digital financial inclusion in Modi’s India ', Journal of Cultural Economy, vol. 15, no. 1, pp. 30-51 . https://doi.org/10.1080/17530350.2021.1927147

India’s post-GFC digital financial inclusion project has been conveyed by an officially constructed polysemic narrative that connotes three distinctive semantic fields: a) post-colonial Indian developmental policies; b) post-GFC financialising neol

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1671dd0fa2cbe10c1bc4a02c353847b8
https://doi.org/10.1080/17530350.2021.1927147

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