Sergul Aydore
9 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (6) π Cross-Pollinator (13) π Renaissance Researcher (5)
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Interdisciplinary Bridge
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
Conferences
ICML (4)
NIPS (3)
ACL (1)
ICLR (1)
Top co-authors
Keywords
differential privacy
(2)
stochastic gradient descent
(1)
zero-shot learning
(1)
adversarial robustness
(1)
few-shot learning
(1)
online learning
(1)
non-convex optimization
(1)
fact verification
(1)
natural language inference
(1)
adversarial training
(1)
multitask learning
(1)
synthetic data generation
(1)
statistical query
(1)
distribution matching
(1)
continuous relaxation
(1)
adversarial attack
(1)
linear classifier
(1)
regret bound
(1)
high-dimensional datum
(1)
deep neural network
(1)
Papers
Benchmarking Query-Conditioned Natural Language Inference
ACL 2025
Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval-Augmented Generation
ICLR 2025
Membership Inference Attacks on Diffusion Models via Quantile Regression
ICML 2024
Private Synthetic Data for Multitask Learning and Marginal Queries
NIPS 2022
Generating Distributional Adversarial Examples to Evade Statistical Detectors
ICML 2022
Adversarial Robustness with Non-uniform Perturbations
NIPS 2021
Differentially Private Query Release Through Adaptive Projection
ICML 2021
Feature Grouping as a Stochastic Regularizer for High-Dimensional Structured Data
ICML 2019
Dynamic Local Regret for Non-convex Online Forecasting
NIPS 2019