Scholar
Nikita Kotelevskii
Google Scholar ID: D9b8bXEAAAAJ
Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)
Uncertainty quantification
Variational Inference
MCMC
Federated Learning
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Citations & Impact
All-time
Citations
228
H-index
7
i10-index
7
Publications
15
Co-authors
19
list available
Publications
8 items
Position: agentic AI orchestration should be Bayes-consistent
2026
Cited
0
ReDAct: Uncertainty-Aware Deferral for LLM Agents
2026
Cited
0
Uncertainty Quantification for Regression using Proper Scoring Rules
2025
Cited
0
Neural Optimal Transport Meets Multivariate Conformal Prediction
2025
Cited
0
Multidimensional Uncertainty Quantification via Optimal Transport
2025
Cited
0
Who to Trust? Aggregating Client Knowledge in Logit-Based Federated Learning
2025
Cited
0
Adaptive Temperature Scaling with Conformal Prediction
2025
Cited
0
From Risk to Uncertainty: Generating Predictive Uncertainty Measures via Bayesian Estimation
2024
Cited
5
Co-authors
16 total
Maxim Panov
Assistant Professor at Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)
Eric Moulines
Professeur, Ecole Polytechnique, Membre de l'Académie des Sciences
Alain Durmus
Ecole polytechnique
Kirill Fedyanin
Yandex
Martin Takáč
Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)
Samuel Horvath
Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)
Maxime Vono
Staff Research Lead, Criteo AI Lab
Artem Shelmanov
MBZUAI
