Lampros Flokas
7 papers · 2018–2021 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Machine Learning
(5)
Core AI
(4)
Optimization & Theory
(4)
Mathematics & Optimization
(3)
Optimization
(3)
Learning Paradigms
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Learning Types
(1)
Reasoning
(1)
Keywords
non-convex optimization
(3)
zero-sum game
(2)
generative adversarial network
(2)
gradient descent ascent
(2)
game theory
(1)
logical reasoning
(1)
neural machine translation
(1)
nash equilibrium
(1)
pattern recognition
(1)
zero-order optimization
(1)
derivative-free optimization
(1)
no-regret learning
(1)
dynamical system
(1)
weight initialization
(1)
deep neural network
(1)
stationary point
(1)
training loss
(1)
sat solver
(1)
min-max optimization
(1)
stochastic method
(1)
Papers
Solving Min-Max Optimization with Hidden Structure via Gradient Descent Ascent
NeurIPS 2021
Assessing SATNet's Ability to Solve the Symbol Grounding Problem
NeurIPS 2020
No-Regret Learning and Mixed Nash Equilibria: They Do Not Mix
NeurIPS 2020
Principled Weight Initialization for Hypernetworks
ICLR 2020
Efficiently avoiding saddle points with zero order methods: No gradients required
NeurIPS 2019
Poincaré Recurrence, Cycles and Spurious Equilibria in Gradient-Descent-Ascent for Non-Convex Non-Concave Zero-Sum Games
NeurIPS 2019
Hunter NMT System for WMT18 Biomedical Translation Task: Transfer Learning in Neural Machine Translation
EMNLP 2018