Georgios Smyrnis
6 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (20) 🏃 Academic Marathon · Sprint 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze
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Mega-Team · Legion
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Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(3)
Deep Learning
(3)
Application Areas
(3)
Optimization & Theory
(3)
Natural Language Processing
(2)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Mathematics & Optimization
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Optimization
(1)
Keywords
neural network compression
(2)
language model
(2)
data filtering
(2)
zero-shot learning
(1)
transfer learning
(1)
image restoration
(1)
multi-class classification
(1)
approximation error
(1)
inverse problem
(1)
relu activation
(1)
multimodal dataset
(1)
image-text pair
(1)
scaling law
(1)
downstream task
(1)
tropical geometry
(1)
clip model
(1)
data curation
(1)
zero-shot accuracy
(1)
network compression
(1)
tropical algebra
(1)
Papers
Language models scale reliably with over-training and on downstream tasks
ICLR 2025
DataComp-LM: In search of the next generation of training sets for language models
NeurIPS 2024
DataComp: In search of the next generation of multimodal datasets
NeurIPS 2023
Neural Network Approximation based on Hausdorff distance of Tropical Zonotopes
ICLR 2022
Inverse Problems Leveraging Pre-trained Contrastive Representations
NeurIPS 2021
Multiclass Neural Network Minimization via Tropical Newton Polytope Approximation
ICML 2020