Nezihe Merve Gürel
7 papers · 2019–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Keywords
model selection
(2)
adversarial robustness
(2)
unlabeled data
(2)
active learning
(2)
uncertainty quantification
(1)
coreset selection
(1)
adversarial training
(1)
data valuation
(1)
random sampling
(1)
selective sampling
(1)
first-order logic
(1)
domain knowledge
(1)
adversarial attack
(1)
approximation algorithm
(1)
probabilistic graphical model
(1)
deep neural network
(1)
dataset distillation
(1)
probabilistic circuit
(1)
data pruning
(1)
training data
(1)
Papers
All models are wrong, some are useful: Model Selection with Limited Labels
AISTATS 2025
COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits
ICLR 2024
C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models
ICML 2024
Repeated Random Sampling for Minimizing the Time-to-Accuracy of Learning
ICLR 2024
Knowledge Enhanced Machine Learning Pipeline against Diverse Adversarial Attacks
ICML 2021
Online Active Model Selection for Pre-trained Classifiers
AISTATS 2021
Towards Efficient Data Valuation Based on the Shapley Value
AISTATS 2019