Andrea Schioppa
4 papers · 2021–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
Venues
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Research topics
Deep Learning
(3)
Machine Learning
(3)
Optimization & Theory · Machine Learning
(3)
Core Methods
(2)
Optimization & Theory · Deep Learning
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
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 data
(1)
model interpretation
(1)
attribute control
(1)
fine-grained control
(1)
transformer model
(1)
hessian-vector product
(1)
inverse hessian
(1)
hessian spectrum
(1)
leave-one-out retraining
(1)
Papers
Efficient Sketches for Training Data Attribution and Studying the Loss Landscape
NeurIPS 2024
Theoretical and Practical Perspectives on what Influence Functions Do
NeurIPS 2023
Scaling Up Influence Functions
AAAI 2022
Controlling Machine Translation for Multiple Attributes with Additive Interventions
EMNLP 2021