Masha Naslidnyk
5 papers · 2019–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
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Hot Topic Early Bird
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Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Mathematics & Optimization
(3)
Core Methods
(3)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Mathematics
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Application Areas
(1)
Architectures
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Optimization
(1)
Keywords
link prediction
(1)
probability metrics
(1)
uncertainty quantification
(1)
likelihood-free inference
(1)
sample complexity
(1)
sliced wasserstein distance
(1)
sensitivity analysis
(1)
maximum mean discrepancy
(1)
bayesian optimization
(1)
smoothness
(1)
bayesian quadrature
(1)
approximate bayesian computation
(1)
option pricing
(1)
bilinear model
(1)
convergence rate
(1)
conditional expectation
(1)
knowledge graph completion
(1)
negative sampling
(1)
nested expectation
(1)
kernel quadrature
(1)
Papers
Kernel Quantile Embeddings and Associated Probability Metrics
ICML 2025
Nested Expectations with Kernel Quadrature
ICML 2025
Conditional Bayesian Quadrature
UAI 2024
Optimally-weighted Estimators of the Maximum Mean Discrepancy for Likelihood-Free Inference
ICML 2023
Using Pairwise Occurrence Information to Improve Knowledge Graph Completion on Large-Scale Datasets
EMNLP 2019