Georgios Smyrnis
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Advanced Numerical Analysis Techniques, Music and Audio Processing, Polynomial and algebraic computation
Most-Cited Works
- → DataComp: In search of the next generation of multimodal datasets(2023)73 cited
- → Maxpolynomial Division with Application To Neural Network Simplification(2020)10 cited
- → Tropical Polynomial Division and Neural Networks(2019)8 cited
- → Sentiment Analysis from Sound Spectrograms via Soft BoVW and Temporal Structure Modelling(2020)7 cited
- → DataComp-LM: In search of the next generation of training sets for language models(2024)7 cited
- Multiclass Neural Network Minimization via Tropical Newton Polytope Approximation(2020)
- → Language models scale reliably with over-training and on downstream tasks(2024)3 cited
- → Dimensionality Reduction and Attention Mechanisms for Extracting Affective State from Sound Spectrograms(2020)1 cited