Borjan Geshkovski
- A mathematical perspective on Transformers
2023/12/17 by Borjan Geshkovski, Cyril Letrouit, Geshkovski, Borjan +5 · 5 voices · 47 citations
Computer Science · #Topic Modeling #cs.LG #math.AP #math.DS
- The emergence of clusters in self-attention dynamics
2023/05/09 by Borjan Geshkovski, Geshkovski, Borjan, Cyril Letrouit +5 · 2 voices · 28 citations
#cs.LG #math.AP #stat.ML
- Dynamic metastability in the self-attention model
2024/10/09 by Borjan Geshkovski, Hugo Koubbi, Geshkovski, Borjan +5 · 12 citations
Materials Science · Physics and Astronomy · #Block Copolymer Self-Assembly #Theoretical and Computational Physics #Quantum many-body systems
- Turnpike in optimal control of PDEs, ResNets, and beyond
2022/02/08 by Borjan Geshkovski, Enrique Zuazua, Geshkovski, Borjan +1 · 6 citations
Economics, Econometrics and Finance · #Stochastic processes and financial applications
- Measure-to-measure interpolation using Transformers
2024/11/07 by Borjan Geshkovski, Geshkovski, Borjan, Philippe Rigollet +3 · 1 voice · 6 citations
#math.OC #cs.LG #stat.ML
- Constructive approximate transport maps with normalizing flows
2024/12/26 by Antonio Álvarez-López, Borjan Geshkovski, Álvarez-López, Antonio +3 · 1 voice · 2 citations
#math.OC #stat.ML