Andrea Schioppa
4 papers · 2021–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer π£ Hot Topic Early Bird
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Cross-Pollinator
(14)
Conferences
NIPS (2)
AAAI (1)
EMNLP (1)
Top co-authors
Keywords
influence function
(2)
model interpretability
(2)
text generation
(1)
efficient computing
(1)
model debugging
(1)
intrinsic dimension
(1)
hessian approximation
(1)
sinkhorn algorithm
(1)
gradient sketching
(1)
training data attribution
(1)
arnoldi iteration
(1)
training datum
(1)
model interpretation
(1)
hessian vector product
(1)
attribute control
(1)
fine-grained control
(1)
transformer model
(1)
inverse hessian
(1)
hessian spectrum
(1)
leave-one-out retraining
(1)
Papers
Efficient Sketches for Training Data Attribution and Studying the Loss Landscape
NIPS 2024
Theoretical and Practical Perspectives on what Influence Functions Do
NIPS 2023
Scaling Up Influence Functions
AAAI 2022
Controlling Machine Translation for Multiple Attributes with Additive Interventions
EMNLP 2021