Tatjana Chavdarova
8 papers · 2018–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird
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Topic Evolution
Venues
Top co-authors
Research topics
Machine Learning
(8)
Optimization & Theory · Machine Learning
(6)
Deep Learning
(4)
Models
(4)
Mathematics & Optimization
(3)
Optimization
(3)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
generative adversarial network
(3)
stochastic gradient
(2)
monotone operator
(2)
data augmentation
(1)
communication complexity
(1)
pedestrian detection
(1)
variance reduction
(1)
generative model
(1)
convergence guarantee
(1)
convergence rate
(1)
alternating direction method of multiplier
(1)
primal-dual method
(1)
normalizing flow
(1)
adversarial perturbation
(1)
image generation
(1)
first-order method
(1)
training stability
(1)
min-max optimization
(1)
strongly-convex-strongly-concave games
(1)
mode collapse
(1)
Papers
Decoupled SGDA for Games with Intermittent Strategy Communication
ICML 2025
A Primal-Dual Approach to Solving Variational Inequalities with General Constraints
ICLR 2024
Solving Constrained Variational Inequalities via a First-order Interior Point-based Method
ICLR 2023
Semantic Perturbations With Normalizing Flows for Improved Generalization
ICCV 2021
Taming GANs with Lookahead-Minmax
ICLR 2021
Reducing Noise in GAN Training with Variance Reduced Extragradient
NeurIPS 2019
SGAN: An Alternative Training of Generative Adversarial Networks
CVPR 2018
WILDTRACK: A Multi-Camera HD Dataset for Dense Unscripted Pedestrian Detection
CVPR 2018