Basak Guler
7 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(7)
Application Areas
(7)
Artificial Intelligence
(5)
Learning Paradigms · Artificial Intelligence
(4)
Learning Paradigms · Machine Learning
(4)
Optimization & Theory
(4)
Security & Privacy
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Privacy
(2)
Deep Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
federated learning
(4)
privacy preservation
(2)
domain adaptation
(1)
few-shot learning
(1)
machine unlearning
(1)
logistic regression
(1)
communication complexity
(1)
secure computation
(1)
distributed learning
(1)
differential privacy
(1)
model compression
(1)
model adaptation
(1)
model editing
(1)
privacy-preserving learning
(1)
gradient descent
(1)
secure aggregation
(1)
collaborative learning
(1)
kernel mean embedding
(1)
data privacy
(1)
privacy-preserving machine learning
(1)
Papers
A Certified Unlearning Approach without Access to Source Data
ICML 2025
AdMiT: Adaptive Multi-Source Tuning in Dynamic Environments
CVPR 2025
Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning
CVPR 2025
Towards Source-Free Machine Unlearning
CVPR 2025
Dropout-Resilient Secure Multi-Party Collaborative Learning with Linear Communication Complexity
AISTATS 2023
Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning
AAAI 2023
A Scalable Approach for Privacy-Preserving Collaborative Machine Learning
NeurIPS 2020