Nikola Konstantinov
Scholar

Nikola Konstantinov

Google Scholar ID: 0_lvOo8AAAAJ
Tenure-track faculty, INSAIT, Sofia University
Machine Learning
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Citations & Impact
All-time
Citations
990
 
H-index
11
 
i10-index
13
 
Publications
20
 
Co-authors
17
list available
Contact
No contact links provided.
Publications
7 items
On Measuring Localization of Shortcuts in Deep Networks
2025
Cited
0
PAC Learnability in the Presence of Performativity
2025
Cited
0
LARP: Learner-Agnostic Robust Data Prefiltering
2025
Cited
0
On the Impact of Performative Risk Minimization for Binary Random Variables
2025
Cited
0
Incentivizing Truthful Collaboration in Heterogeneous Federated Learning
arXiv.org · 2024
Cited
0
COMPL-AI Framework: A Technical Interpretation and LLM Benchmarking Suite for the EU Artificial Intelligence Act
arXiv.org · 2024
Cited
2
Incentivizing Honesty among Competitors in Collaborative Learning and Optimization
Neural Information Processing Systems · 2023
Cited
3
Resume (English only)
Co-authors
17 total
Christoph H. Lampert
Christoph H. Lampert
Institute of Science and Technology Austria (ISTA)
Dan Alistarh
Dan Alistarh
Professor at IST Austria
Martin Vechev
Martin Vechev
Full Professor of Computer Science, ETH Zurich; Scientific Director, INSAIT, Sofia University
Nikita Tsoy
Nikita Tsoy
PhD Student, INSAIT, Sofia University
Florian E. Dorner
Florian E. Dorner
ETH Zürich, Max-Planck Institut für Intelligente Systeme
Mislav Balunović
Mislav Balunović
ETH Zurich
Dimitar I. Dimitrov
Dimitar I. Dimitrov
Postdoctoral Researcher, INSAIT, Sofia University
Christopher De Sa
Christopher De Sa
Associate Professor of Computer Science, Cornell University