Costas J. Spanos
4 papers · 2019–2024 · 2 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π§
Keyword Pioneer
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Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Application Areas
(4)
Artificial Intelligence
(3)
Core AI
(2)
Learning Types Β· Machine Learning
(2)
Computer Vision
(1)
Deep Learning
(1)
Reinforcement Learning
(1)
Applications
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Learning Types Β· Deep Learning
(1)
Methods
(1)
Optimization & Theory
(1)
Keywords
neural network architecture
(1)
feature alignment
(1)
representation learning
(1)
reinforcement learning
(1)
adversarial learning
(1)
robust optimization
(1)
semi-supervised learning
(1)
image generation
(1)
domain generalization
(1)
data augmentation
(1)
feature embedding
(1)
data valuation
(1)
consensus learning
(1)
adversarial domain adaptation
(1)
energy optimization
(1)
robust learning
(1)
approximation algorithm
(1)
robust control
(1)
training data
(1)
generative flow
(1)
Papers
Active Reinforcement Learning for Robust Building Control
AAAI 2024
Conditional Synthetic Data Generation for Robust Machine Learning Applications with Limited Pandemic Data
AAAI 2022
Consensus Adversarial Domain Adaptation
AAAI 2019
Towards Efficient Data Valuation Based on the Shapley Value
AISTATS 2019