Nikita Tsoy

Doctoral Student

Education

New Economic School, September 2020 – July 2022
M.A. in Economics (Cum Laude)

Moscow Institute of Physics and Technology, September 2016 – August 2020
B.Sc. in Applied Mathematics and Physics (Cum Laude)

Awards

Russian Olympiad in Mathematics, 2016, Awardee

Russian Olympiad in Mathematics, 2015, Awardee

Belarusian Olympiad in Mathematics, 2015, 1st place

Relevant Work Experience

New Economics School, Moscow, 11/2021 – 12/2021, Teaching Assistant

Moscow Institute of Physics and Technology, Moscow, 01/2020 – 06/2020, Teaching Assistant

Moscow Institute of Physics and Technology, Moscow, 09/2019 – 06/2020, Research Assistant

2026

Nikita Tsoy, Nikola Konstantinov
On Measuring Localization of Shortcuts in Deep Networks
In: Transactions on Machine Learning Research (TMLR) 2026 (Journal)

Nikita Tsoy
Market Incentives for AI Safety Investment
In: The Fortieth Annual Conference on Neural Information Processing Systems (NeurIPS) 2026

Nikita Tsoy, Ivan Kirev, Negin Rahimiyazdi, Nikola Konstantinov
On the Impact of Performative Risk Minimization for Binary Random Variables
In: International Conference on Machine Learning (ICML 2025)

Nikita Tsoy, Anna Mihalkova, Teodora Todorova, Nikola Konstantinov
Provable Mutual Benefits from Federated Learning in Privacy-Sensitive Domains
In: Conference on Artificial Intelligence and Statistics (AISTATS 2024)

Nikita Tsoy, Nikola Konstantinov
Simplicity Bias of Two-Layer Networks beyond Linearly Separable Data
In: International Conference on Machine Learning (ICML 2024)

Dimitar Chakarov, Nikita Tsoy, Kristian Minchev, Nikola Konstantinov
Incentivizing Truthful Collaboration in Heterogeneous Federated Learning
In: Conference on Neural Information Processing Systems (NeurIPS 2024) (Workshop)

Nikita Tsoy and Nikola Konstantinov
Strategic Data Sharing between Competitors
In: Conference on Neural Information Processing Systems (NeurIPS 2023)