Making a Neural Network Learn to Say Don't Know.
Date of Submission
December 2020
Date of Award
Winter 12-12-2021
Institute Name (Publisher)
Indian Statistical Institute
Document Type
Master's Dissertation
Degree Name
Master of Technology
Subject Name
Computer Science
Department
Electronics and Communication Sciences Unit (ECSU-Kolkata)
Supervisor
Pal, Nikhil Ranjan (ECSU-Kolkata; ISI)
Abstract (Summary of the Work)
Classification problem is a popular topic within machine learning community. One of the major problem in classification task is how to handle incoming patterns which are unusual and different in some measure. For such novel input the classifier should be able to distinguish them as unknown type and don't make any decision. In this work we try to address that problem.
Control Number
ISI-DISS-2020-23
Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.
DOI
http://dspace.isical.ac.in:8080/jspui/handle/10263/7162
Recommended Citation
Roy, Laltu, "Making a Neural Network Learn to Say Don't Know." (2021). Master’s Dissertations. 20.
https://digitalcommons.isical.ac.in/masters-dissertations/20
Comments
ProQuest Collection ID: http://gateway.proquest.com/openurl?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:dissertation&res_dat=xri:pqm&rft_dat=xri:pqdiss:28842711