Lesia Semenova
5 papers · 2021–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
rashomon set
(2)
multi-task learning
(1)
model selection
(1)
feature extraction
(1)
feature selection
(1)
attention mechanism
(1)
label noise
(1)
implicit regularization
(1)
decision tree
(1)
noise model
(1)
model simplification
(1)
pattern diversity
(1)
learning theory
(1)
citation purpose classification
(1)
Papers
This EEG Looks Like These EEGs: Interpretable Interictal Epileptiform Discharge Detection With ProtoEEG-kNN
MICCAI 2025
Position: Amazing Things Come From Having Many Good Models
ICML 2024
Using Noise to Infer Aspects of Simplicity Without Learning
NeurIPS 2024
A Path to Simpler Models Starts With Noise
NeurIPS 2023
Multitask Learning for Citation Purpose Classification
NAACL 2021