Nikita Tsoy
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
Venues
Top co-authors
Research topics
Keywords
federated learning
(1)
game theory
(1)
mean estimation
(1)
collaborative learning
(1)
client participation
(1)
gradient flow
(1)
machine learning model
(1)
privacy guarantee
(1)
two-layer network
(1)
simplicity bia
(1)
data sharing
(1)
convex stochastic optimization
(1)
mutual benefit
(1)
statistical estimator
(1)
binary random variable
(1)
market model
(1)
learning task
(1)
performativity
(1)
cluster directions
(1)
early training phases
(1)
Papers
On the Impact of Performative Risk Minimization for Binary Random Variables
ICML 2025
Provable Mutual Benefits from Federated Learning in Privacy-Sensitive Domains
AISTATS 2024
Simplicity Bias of Two-Layer Networks beyond Linearly Separable Data
ICML 2024
Strategic Data Sharing between Competitors
NeurIPS 2023