Cynthia Dwork
9 papers · 2013–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (26) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Bronze
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Keyword Trendsetter Combo
(3)
π§
Keyword Pioneer
π₯
Unstoppable Β· Bronze
π
Conference Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(8)
Application Areas
(6)
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(3)
Learning Types Β· Machine Learning
(3)
Optimization & Theory
(3)
Models
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Types Β· Deep Learning
(1)
Mathematics
(1)
Keywords
differential privacy
(3)
outcome indistinguishability
(2)
robust optimization
(1)
prompt engineering
(1)
text generation
(1)
autoregressive generation
(1)
adversarial training
(1)
generative adversarial network
(1)
fair classification
(1)
kernel regression
(1)
generative model
(1)
online algorithm
(1)
distance metric
(1)
autoregressive model
(1)
synthetic data
(1)
pac learning
(1)
group fairness
(1)
input permutation
(1)
set-based prompting
(1)
data augmentation
(1)
Papers
From Fairness to Infinity: Outcome-Indistinguishable (Omni)Prediction in Evolving Graphs
COLT 2025
Order-Independence Without Fine Tuning
NeurIPS 2024
From Pseudorandomness to Multi-Group Fairness and Back
COLT 2023
Beyond Bernoulli: Generating Random Outcomes that cannot be Distinguished from Nature
ALT 2022
Private Post-GAN Boosting
ICLR 2021
Interpreting Robust Optimization via Adversarial Influence Functions
ICML 2020
Privacy-preserving Prediction
COLT 2018
Generalization in Adaptive Data Analysis and Holdout Reuse
NeurIPS 2015
Learning Fair Representations
ICML 2013