Eleni Triantafillou
9 papers · 2017–2025 · 3 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🌍 Conference Polyglot · Bronze
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The Namer
🧭
Keyword Pioneer
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(9)
Learning Types
(6)
Application Areas
(5)
Artificial Intelligence
(3)
Core Methods
(2)
Learning Paradigms · Artificial Intelligence
(2)
Optimization & Theory
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications
(1)
Core AI
(1)
Learning Paradigms · Machine Learning
(1)
Optimization
(1)
Probability
(1)
Keywords
few-shot learning
(4)
machine unlearning
(3)
domain generalization
(2)
gradient descent
(2)
few-shot classification
(2)
model editing
(2)
transfer learning
(2)
selective forgetting
(1)
dataset benchmark
(1)
membership inference attack
(1)
prototypical network
(1)
data deletion
(1)
mean average precision
(1)
fine tuning
(1)
rényi divergence
(1)
domain adversarial training
(1)
dataset generalization
(1)
gradient reversal
(1)
neural network
(1)
unlabeled adaptation
(1)
Papers
Leveraging Per-Instance Privacy for Machine Unlearning
ICML 2025
Selective Unlearning via Representation Erasure Using Domain Adversarial Training
ICLR 2025
What makes unlearning hard and what to do about it
NeurIPS 2024
In Search for a Generalizable Method for Source Free Domain Adaptation
ICML 2023
Towards Unbounded Machine Unlearning
NeurIPS 2023
Learning a Universal Template for Few-shot Dataset Generalization
ICML 2021
Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples
ICLR 2020
Meta-Learning for Semi-Supervised Few-Shot Classification
ICLR 2018
Few-Shot Learning Through an Information Retrieval Lens
NeurIPS 2017