Sergul Aydore
9 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(16)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(8)
Application Areas
(5)
Optimization & Theory
(4)
Deep Learning
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Applications
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Generation
(1)
Models
(1)
Keywords
differential privacy
(2)
synthetic data generation
(2)
natural language inference
(2)
stochastic gradient descent
(1)
adversarial robustness
(1)
few-shot learning
(1)
multi-task learning
(1)
non-convex optimization
(1)
domain adaptation
(1)
fact verification
(1)
statistical query
(1)
image synthesis
(1)
adversarial training
(1)
online learning
(1)
zero-shot learning
(1)
distribution matching
(1)
quantile regression
(1)
continuous relaxation
(1)
adversarial attack
(1)
concept drift
(1)
Papers
Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval-Augmented Generation
ICLR 2025
Benchmarking Query-Conditioned Natural Language Inference
ACL 2025
Membership Inference Attacks on Diffusion Models via Quantile Regression
ICML 2024
Generating Distributional Adversarial Examples to Evade Statistical Detectors
ICML 2022
Private Synthetic Data for Multitask Learning and Marginal Queries
NeurIPS 2022
Adversarial Robustness with Non-uniform Perturbations
NeurIPS 2021
Differentially Private Query Release Through Adaptive Projection
ICML 2021
Dynamic Local Regret for Non-convex Online Forecasting
NeurIPS 2019
Feature Grouping as a Stochastic Regularizer for High-Dimensional Structured Data
ICML 2019