Armin W Thomas
5 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Deep Learning
(3)
Architectures
(3)
Core Methods
(3)
Artificial Intelligence
(2)
Core AI
(2)
Optimization & Theory · Machine Learning
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Generation
(1)
Learning Types
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
state space model
(2)
language modeling
(2)
sequence modeling
(2)
neural network optimization
(1)
sparsity
(1)
kernel smoothing
(1)
scaling law
(1)
sequence model
(1)
evolutionary algorithm
(1)
parameter efficiency
(1)
hybrid architecture
(1)
memory utilization
(1)
gpu optimization
(1)
runtime performance
(1)
linear operator
(1)
long convolution
(1)
butterfly decomposition
(1)
autoregressive language modeling
(1)
architecture genome
(1)
model hybridization
(1)
Papers
Quantifying Memory Utilization with Effective State-Size
ICML 2025
STAR: Synthesis of Tailored Architectures
ICLR 2025
Mechanistic Design and Scaling of Hybrid Architectures
ICML 2024
Hungry Hungry Hippos: Towards Language Modeling with State Space Models
ICLR 2023
Simple Hardware-Efficient Long Convolutions for Sequence Modeling
ICML 2023