Ioannis Tsaknakis
3 papers · 2021–2023 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
stochastic gradient
(2)
adversarial learning
(1)
non-convex optimization
(1)
communication complexity
(1)
distributed optimization
(1)
gradient descent
(1)
strongly convex
(1)
linear regression
(1)
strong convexity
(1)
bilevel optimization
(1)
zero-sum game
(1)
linear constraint
(1)
overparameterized model
(1)
implicit gradient
(1)
neural network
(1)
first-order nash equilibrium
(1)
dimension independent
(1)
Papers
Linearly Constrained Bilevel Optimization: A Smoothed Implicit Gradient Approach
ICML 2023
Distributed Optimization for Overparameterized Problems: Achieving Optimal Dimension Independent Communication Complexity
NeurIPS 2022
Finding First-Order Nash Equilibria of Zero-Sum Games with the Regularized Nikaido-Isoda Function
AISTATS 2021