Daniel Ramage
8 papers · 2007–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Full πΊοΈ Taxonomy Completionist (12) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver
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Conference Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(6)
Application Areas
(5)
Artificial Intelligence
(4)
Deep Learning
(2)
Core AI
(2)
Learning Paradigms
(2)
Optimization & Theory
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Security & Privacy
(1)
Generation
(1)
Learning Types
(1)
Mathematics
(1)
Models
(1)
Privacy
(1)
Keywords
differential privacy
(3)
federated learning
(3)
randomized response
(2)
recurrent neural network
(2)
distribution estimation
(2)
model averaging
(1)
local privacy
(1)
generative model
(1)
long short-term memory
(1)
language model
(1)
generative adversarial network
(1)
data synthesis
(1)
on-device model
(1)
error correction
(1)
local differential privacy
(1)
user-level privacy
(1)
categorical data
(1)
privacy mechanism
(1)
large language model
(1)
data inspection
(1)
Papers
Synthesizing and Adapting Error Correction Data for Mobile Large Language Model Applications
ACL 2025
Context Aware Local Differential Privacy
ICML 2020
Generative Models for Effective ML on Private, Decentralized Datasets
ICLR 2020
Learning Differentially Private Recurrent Language Models
ICLR 2018
Communication-Efficient Learning of Deep Networks from Decentralized Data
AISTATS 2017
Discrete Distribution Estimation under Local Privacy
ICML 2016
Labeled LDA: A supervised topic model for credit attribution in multi-labeled corpora
EMNLP 2009
Lexical Semantic Relatedness with Random Graph Walks
EMNLP 2007