Natalia Ponomareva
13 papers
· 2012–2025
· 8 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(25)
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Interdisciplinary Bridge
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Academic Marathon
(13)
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Cross-Pollinator
(14)
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Renaissance Researcher
(6)
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Conference Polyglot
(8)
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Century Club
(13)
π₯
Unstoppable
(6)
β
The Questioner
(2)
Conferences
ICML (3)
AISTATS (2)
EMNLP (2)
NAACL (2)
ACL (1)
CONLL (1)
ICLR (1)
NIPS (1)
Top co-authors
Research topics
Keywords
differential privacy
(4)
domain adaptation
(2)
text-to-text transformer
(2)
privacy-preserving training
(2)
ensemble learning
(2)
model compression
(2)
model memorization
(2)
contrastive learning
(1)
in-context learning
(1)
neural network pruning
(1)
weak learner
(1)
model architecture
(1)
conditional computation
(1)
privacy-preserving learning
(1)
transformer architecture
(1)
generative model
(1)
tree ensemble
(1)
semi-supervised learning
(1)
differentiable programming
(1)
gradient boosting
(1)
Papers
Accelerating Gradient Boosting Machines
AISTATS 2020