Jeremiah Birrell
4 papers · 2022–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🌍
Conference Polyglot
(4)
🐝
Cross-Pollinator
(9)
Conferences
ICLR (1)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
generative adversarial network
(2)
variational representation
(2)
optimal transport
(1)
privacy amplification
(1)
mini-batch sampling
(1)
renyi differential privacy
(1)
mode collapse
(1)
integral probability metric
(1)
group symmetry
(1)
wasserstein distance
(1)
sample fidelity
(1)
stochastic gradient descent
(1)
Papers
Differentially Private Stochastic Gradient Descent with Fixed-Size Minibatches: Tighter RDP Guarantees with or without Replacement
NIPS 2024
Function-space regularized Rényi divergences
ICLR 2023
Structure-preserving GANs
ICML 2022
(f,Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics
JMLR 2022