Om Dipakbhai Thakkar
4 papers · 2018–2022 · 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
🌉
Interdisciplinary Bridge · Silver
🐣
Hot Topic Early Bird
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(4)
Application Areas
(4)
Optimization & Theory
(3)
Artificial Intelligence
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Security & Privacy
(1)
Applications
(1)
Differential Privacy
(1)
Learning Paradigms · Machine Learning
(1)
Learning Paradigms · Artificial Intelligence
(1)
Processing
(1)
Keywords
language model
(2)
speech recognition
(2)
differential privacy
(2)
privacy preservation
(1)
gradient descent
(1)
matrix completion
(1)
gradient clipping
(1)
privacy leakage
(1)
frank-wolfe method
(1)
next-word prediction
(1)
training data extraction
(1)
singular vector computation
(1)
unintended memorization
(1)
federated learning
(1)
memorization detection
(1)
collaborative filtering
(1)
data augmentation
(1)
Papers
Detecting Unintended Memorization in Language-Model-Fused ASR
Interspeech 2022
Extracting Targeted Training Data from ASR Models, and How to Mitigate It
Interspeech 2022
Understanding Unintended Memorization in Language Models Under Federated Learning
NAACL 2021
Differentially Private Matrix Completion Revisited
ICML 2018