Amrita Roy Chowdhury
5 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (13)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
ICML (3)
EMNLP (1)
ICLR (1)
Top co-authors
Keywords
differential privacy
(1)
information extraction
(1)
semantic parsing
(1)
adversarial training
(1)
feature attribution
(1)
parameter learning
(1)
probabilistic model
(1)
relational database
(1)
unstructured text
(1)
integrated gradient
(1)
neurosymbolic framework
(1)
neurosymbolic reasoning
(1)
schema generation
(1)
large language model
(1)
neural network
(1)
directed graphical model
(1)
privacy budget allocation
(1)
relational database synthesis
(1)
Papers
SQUiD: Synthesizing Relational Databases from Unstructured Text
EMNLP 2025
FairProof : Confidential and Certifiable Fairness for Neural Networks
ICML 2024
Privacy Implications of Shuffling
ICLR 2022
Concise Explanations of Neural Networks using Adversarial Training
ICML 2020
Data-Dependent Differentially Private Parameter Learning for Directed Graphical Models
ICML 2020