Diptikalyan Saha
5 papers · 2018–2023 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
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