Sandipan Sikdar
8 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (28) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π
Keyword Champion
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Renaissance Researcher
(6)
Top co-authors
Research topics
Machine Learning
(5)
Natural Language Processing
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI
(3)
Resources & Methods
(3)
Application Areas
(2)
Applications
(2)
Architectures
(2)
Core Methods
(2)
Learning Types
(2)
Optimization & Theory
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Keywords
interpretable embedding
(2)
natural language processing
(1)
influence function
(1)
word sense disambiguation
(1)
model evaluation
(1)
content moderation
(1)
text representation
(1)
evaluation methodology
(1)
machine unlearning
(1)
time series
(1)
multi-objective optimization
(1)
feature interaction
(1)
neural ordinary differential equation
(1)
variational autoencoder
(1)
text classification
(1)
electronic health record
(1)
irregular time series
(1)
self attention
(1)
cooperative game theory
(1)
sentiment analysis
(1)
Papers
ACCESS DENIED INC: The First Benchmark Environment for Sensitivity Awareness
ACL 2025
FairTrade: Achieving Pareto-Optimal Trade-Offs between Balanced Accuracy and Fairness in Federated Learning
AAAI 2024
IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers
AAAI 2024
Rethinking Evaluation Methods for Machine Unlearning
EMNLP 2024
Interpreting Emoji with Emoji
NAACL 2022
SensePOLAR: Word sense aware interpretability for pre-trained contextual word embeddings
EMNLP 2022
Integrated Directional Gradients: Feature Interaction Attribution for Neural NLP Models
ACL 2021
StRE: Self Attentive Edit Quality Prediction in Wikipedia
ACL 2019