Basak Guler
7 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+2 more ↓ Show less ↑
π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (5) π Cross-Pollinator (11)
πΊοΈ
Taxonomy Completionist
(16)
π£
Hot Topic Early Bird
Conferences
CVPR (3)
AAAI (1)
AISTATS (1)
ICML (1)
NIPS (1)
Top co-authors
Research topics
Keywords
federated learning
(4)
privacy preservation
(2)
differential privacy
(1)
few-shot learning
(1)
domain adaptation
(1)
logistic regression
(1)
secure computation
(1)
communication complexity
(1)
distributed learning
(1)
machine unlearning
(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)
parameter-efficient fine-tuning
(1)
parameter-efficient tuning
(1)
Papers
Towards Source-Free Machine Unlearning
CVPR 2025
Gradient Inversion Attacks on Parameter-Efficient Fine-Tuning
CVPR 2025
AdMiT: Adaptive Multi-Source Tuning in Dynamic Environments
CVPR 2025
A Certified Unlearning Approach without Access to Source Data
ICML 2025
Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning
AAAI 2023
Dropout-Resilient Secure Multi-Party Collaborative Learning with Linear Communication Complexity
AISTATS 2023
A Scalable Approach for Privacy-Preserving Collaborative Machine Learning
NIPS 2020