Nikola Konstantinov
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
7
Venues
4
Active years
2018–2025
Best venue rank
A*
Where they publish
Papers
7 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICML | On the Impact of Performative Risk Minimization for Binary Random Variables. | Nikita Tsoy, Ivan Kirev, Negin Rahimiyazdi, Nikola Konstantinov |
| 2024 | AISTATS | Provable Mutual Benefits from Federated Learning in Privacy-Sensitive Domains. | Nikita Tsoy, Anna Mihalkova, Teodora N. Todorova, Nikola Konstantinov |
| 2024 | ICML | Simplicity Bias of Two-Layer Networks beyond Linearly Separable Data. | Nikita Tsoy, Nikola Konstantinov |
| 2023 | ICLR | Human-Guided Fair Classification for Natural Language Processing. | Florian E. Dorner, Momchil Peychev, Nikola Konstantinov, Naman Goel, Elliott Ash, Martin T. Vechev |
| 2020 | ICML | On the Sample Complexity of Adversarial Multi-Source PAC Learning. | Nikola Konstantinov, Elias Frantar, Dan Alistarh, Christoph Lampert |
| 2019 | ICML | Robust Learning from Untrusted Sources. | Nikola Konstantinov, Christoph Lampert |
| 2018 | PODC | The Convergence of Stochastic Gradient Descent in Asynchronous Shared Memory. | Dan Alistarh, Christopher De Sa, Nikola Konstantinov |