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Soumi Das
ORCID
Publication Activity (10 Years)
Years Active: 2019-2023
Publications (10 Years): 10
Top Topics
Convex Programming
Subset Selection
Travel Time
Top Venues
CoRR
ECML/PKDD (2)
AIMLSystems
ICDAR (5)
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Publications
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Kiran Purohit
,
Soumi Das
,
Sourangshu Bhattacharya
,
Santu Rana
LearnDefend: Learning to Defend against Targeted Model-Poisoning Attacks on Federated Learning.
CoRR
(2023)
Soumi Das
,
Palaiahnakote Shivakumara
,
Umapada Pal
,
Raghavendra Ramachandra
Gaussian Kernels Based Network for Multiple License Plate Number Detection in Day-Night Images.
ICDAR (5)
(2023)
Soumi Das
,
Manasvi Sagarkar
,
Suparna Bhattacharya
,
Sourangshu Bhattacharya
CheckSel: Efficient and Accurate Data-valuation Through Online Checkpoint Selection.
CoRR
(2022)
Kiran Purohit
,
Anurag Parvathgari
,
Soumi Das
,
Sourangshu Bhattacharya
Accurate and Efficient Channel pruning via Orthogonal Matching Pursuit.
AIMLSystems
(2022)
Soumi Das
,
Harikrishna Patibandla
,
Suparna Bhattacharya
,
Kshounis Bera
,
Niloy Ganguly
,
Sourangshu Bhattacharya
TMCOSS: Thresholded Multi-Criteria Online Subset Selection for Data-Efficient Autonomous Driving.
ICCV
(2021)
Soumi Das
,
Harikrishna Patibandla
,
Suparna Bhattacharya
,
Kshounis Bera
,
Niloy Ganguly
,
Sourangshu Bhattacharya
Convex Online Video Frame Subset Selection using Multiple Criteria for Data Efficient Autonomous Driving.
CoRR
(2021)
Soumi Das
,
Arshdeep Singh
,
Saptarshi Chatterjee
,
Suparna Bhattacharya
,
Sourangshu Bhattacharya
Finding High-Value Training Data Subset Through Differentiable Convex Programming.
ECML/PKDD (2)
(2021)
Soumi Das
,
Arshdeep Singh
,
Saptarshi Chatterjee
,
Suparna Bhattacharya
,
Sourangshu Bhattacharya
Finding High-Value Training Data Subset through Differentiable Convex Programming.
CoRR
(2021)
Soumi Das
,
Sayan Mandal
,
Ashwin Bhoyar
,
Madhumita Bharde
,
Niloy Ganguly
,
Suparna Bhattacharya
,
Sourangshu Bhattacharya
Multi-criteria online frame-subset selection for autonomous vehicle videos.
Pattern Recognit. Lett.
133 (2020)
Soumi Das
,
Rajath Nandan Kalava
,
Kolli Kiran Kumar
,
Akhil Kandregula
,
Kalpam Suhaas
,
Sourangshu Bhattacharya
,
Niloy Ganguly
Map Enhanced Route Travel Time Prediction using Deep Neural Networks.
CoRR
(2019)