Tsoy, Nikita

7 publications

ICLRW 2025 Measuring the Layer-Wise Impact of Image Shortcuts on Deep Model Features Nikita Tsoy, Nikola Konstantinov

ICML 2025 On the Impact of Performative Risk Minimization for Binary Random Variables Nikita Tsoy, Ivan Kirev, Negin Rahimiyazdi, Nikola Konstantinov

NeurIPSW 2024 Incentivizing Truthful Collaboration in Heterogeneous Federated Learning Dimitar Chakarov, Nikita Tsoy, Kristian Minchev, Nikola Konstantinov

AISTATS 2024 Provable Mutual Benefits from Federated Learning in Privacy-Sensitive Domains Nikita Tsoy, Anna Mihalkova, Teodora N Todorova, Nikola Konstantinov

ICML 2024 Simplicity Bias of Two-Layer Networks Beyond Linearly Separable Data Nikita Tsoy, Nikola Konstantinov

NeurIPS 2023 Strategic Data Sharing Between Competitors Nikita Tsoy, Nikola Konstantinov

ICMLW 2023 Strategic Data Sharing Between Competitors Nikita Tsoy, Nikola Konstantinov