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Neela Sawant
Researcher, Advanced Technology Group, Dolby
Joined
October 2017
Names
Neela Sawant
(Preferred)
,
neela sawant
Emails
****@gmail.com
(Confirmed)
,
****@amazon.com
(Confirmed)
,
****@dolby.com
(Confirmed)
Personal Links
Google Scholar
DBLP
LinkedIn
Career & Education History
Researcher
Advanced Technology Group,
Dolby
(dolby.com)
2024
–
2026
Researcher
AWS,
Amazon
(amazon.com)
2013
–
2024
PhD student
College of Information Sciences and Technology ,
Pennsylvania State University
(psu.edu)
2008
–
2013
Researcher
Yahoo
(yahoo.com)
2006
–
2008
MS student
Computer Science ,
Indian Institute of Technology Bombay, Indian Institute of Technology, Bombay
(cse.iitb.ac.in)
2004
–
2006
Advisors, Relations & Conflicts
PhD Advisor
James Z. Wang
2008
–
2013
Expertise
predictive modeling
Present
multi-arm bandits
Present
information extraction
Present
Recommender systems
2013
–
2026
Multimodal AI
2004
–
2026
Multimedia intelligence
2004
–
2026
Publications
Code Compliance Assessment as a Learning Problem
Neela Sawant
,
Srinivasan H. Sengamedu
ICSE-SEIP 2023
Readers:
Everyone
Learning-based Identification of Coding Best Practices from Software Documentation
Neela Sawant
,
Srinivasan H. Sengamedu
2022 (modified: 25 Apr 2023)
ICSME 2022
Readers:
Everyone
Code Compliance Assessment as a Learning Problem
Neela Sawant
,
Srinivasan H. Sengamedu
2022 (modified: 25 Apr 2023)
CoRR 2022
Readers:
Everyone
Contextual Multi-Armed Bandits for Causal Marketing
Neela Sawant
,
Chitti Babu Namballa
,
Narayanan Sadagopan
,
Houssam Nassif
Published: 01 Jan 2018, Last Modified: 16 May 2023
CoRR 2018
Readers:
Everyone
Enhancing Training Collections for Image Annotation: An Instance-Weighted Mixture Modeling Approach
Neela Sawant
,
James Ze Wang
,
Jia Li
IEEE Trans. Image Process. 2013
Readers:
Everyone
Federating geovisual analytic tools for cyber security analysis
Mingyi Zhao
,
Chen Zhong
,
Richard Ciamaichelo
,
Michael Konek
,
Neela Sawant
,
Nicklaus A. Giacobe
IEEE VAST 2012
Readers:
Everyone
Analysis of cypriot icon faces using ICA-enhanced active shape model representation
Guifang Duan
,
Neela Sawant
,
James Ze Wang
,
Dean R. Snow
,
Danni Ai
,
Yen-Wei Chen
ACM Multimedia 2011
Readers:
Everyone
Automatic image semantic interpretation using social action and tagging data
Neela Sawant
,
Jia Li
,
James Ze Wang
Multim. Tools Appl. 2011
Readers:
Everyone
Modeling tagged photos for automatic image annotation
Neela Sawant
ACM Multimedia 2011
Readers:
Everyone
Quest for relevant tags using local interaction networks and visual content
Neela Sawant
,
Ritendra Datta
,
Jia Li
,
James Ze Wang
Multimedia Information Retrieval 2010
Readers:
Everyone
View all 16 publications
Co-Authors
Aman Parnami
B. Krishna Mohan
Behzad Shahraray
Chen Zhong
Chitti Babu Namballa
Danni Ai
Dean R. Snow
Deepali Singla
Eric Zavesky
Guifang Duan
Houssam Nassif
James Ze Wang
Jia Li
Michael Konek
Mingyi Zhao
Narayanan Sadagopan
Nicklaus A. Giacobe
Nithya Manickam
Richard Ciamaichelo
Ritendra Datta
Sharat Chandran
Smita Wadhwa
Srikanth Lingamneni
Srinivasan H. Sengamedu
Yen-Wei Chen
View all 26 co-authors