Amrita Roy Chowdhury
6 papers · 2020–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(18)
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(5)
Core AI
(4)
Deep Learning
(3)
Application Areas
(3)
Architectures
(2)
Bayesian & Probabilistic
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Computer Science
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Applications · Natural Language Processing
(1)
Applications · Computer Science
(1)
Learning Types · Deep Learning
(1)
Keywords
neural network
(2)
differential privacy
(2)
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)
privacy guarantee
(1)
zero-knowledge proof
(1)
second-price auction
(1)
multi-party computation
(1)
shuffle model
(1)
inference attack
(1)
schema generation
(1)
neuro-symbolic reasoning
(1)
large language model
(1)
Papers
Secure Vickrey Auctions for Online Advertising
NSDI 2026
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