Nezihe Merve Gürel
7 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3) 🏃 Academic Marathon (6) 🐝 Cross-Pollinator (14)
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Taxonomy Completionist
(10)
🧭
Keyword Pioneer
Conferences
AISTATS (3)
ICLR (2)
ICML (2)
Top co-authors
Keywords
active learning
(1)
adversarial robustness
(1)
model selection
(1)
online learning
(1)
adversarial training
(1)
data valuation
(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)
training datum
(1)
unlabeled datum
(1)
shapley value
(1)
cooperative game theory
(1)
logic rule
(1)
neural network
(1)
robust machine learning
(1)
Papers
All models are wrong, some are useful: Model Selection with Limited Labels
AISTATS 2025
Repeated Random Sampling for Minimizing the Time-to-Accuracy of Learning
ICLR 2024
COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits
ICLR 2024
C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models
ICML 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