Diptikalyan Saha
5 papers · 2018–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer
π
Cross-Pollinator
(14)
Conferences
AAAI (2)
UAI (2)
IJCAI (1)
Top co-authors
Keywords
concept drift
(1)
algorithmic fairness
(1)
question answering
(1)
text generation
(1)
interpretable machine learning
(1)
machine learning fairness
(1)
distribution shift
(1)
linear classifier
(1)
machine learning model
(1)
individual fairness
(1)
data drift
(1)
semantic query
(1)
fairness verification
(1)
counterfactual generation
(1)
natural language interface
(1)
model retraining
(1)
kernelized classifier
(1)
sentence-level explanation
(1)
decision tree surrogate
(1)
model differencing
(1)
Papers
DetAIL: A Tool to Automatically Detect and Analyze Drift in Language
AAAI 2023
Interpretable differencing of machine learning models
UAI 2023
Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text
AAAI 2021
Verifying Individual Fairness in Machine Learning Models
UAI 2020
Functional Partitioning of Ontologies for Natural Language Query Completion in Question Answering Systems
IJCAI 2018