Sourangshu Bhattacharya
9 papers · 2007–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (29) π Conference Polyglot Β· Silver π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Pioneer
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Topic Evolution
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Keyword Pioneer
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Keyword Champion
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Trend Setter
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Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(8)
Artificial Intelligence
(5)
Core AI
(5)
Deep Learning
(4)
Optimization & Theory
(4)
Learning Types Β· Deep Learning
(3)
Learning Types Β· Machine Learning
(3)
Computer Vision
(2)
Mathematics & Optimization
(2)
Natural Language Processing
(2)
Application Areas
(2)
Applications
(2)
Core Methods
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Keywords
large language model
(2)
exemplar selection
(2)
temporal point process
(2)
in-context learning
(2)
domain adaptation
(1)
convex optimization
(1)
image classification
(1)
variational inference
(1)
sentiment analysis
(1)
attribute extraction
(1)
aspect sentiment
(1)
autonomous driving
(1)
face recognition
(1)
attributed pointsets
(1)
shape similarity
(1)
spectral graph matching
(1)
neighborhood kernels
(1)
subset selection
(1)
sequence labeling
(1)
multi-task learning
(1)
Papers
Sample Efficient Demonstration Selection for In-Context Learning
ICML 2025
EXPLORA: Efficient Exemplar Subset Selection for Complex Reasoning
EMNLP 2024
Differentiable Change-point Detection With Temporal Point Processes
AISTATS 2023
Learning Cross-Task Attribute - Attribute Similarity for Multi-task Attribute-Value Extraction
ACL 2021
Learning Temporal Point Processes with Intermittent Observations
AISTATS 2021
PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction
EMNLP 2021
TMCOSS: Thresholded Multi-Criteria Online Subset Selection for Data-Efficient Autonomous Driving
ICCV 2021
Learning and Forecasting Opinion Dynamics in Social Networks
NeurIPS 2016
Kernels on Attributed Pointsets with Applications
NeurIPS 2007