2 citations · 3 across the 14 of their papers we have counts for
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cs.CL2023
Evolution of Efficient Symbolic Communication Codes
Anton Kolonin
The paper explores how the human natural language structure can be seen as a product of evolution of inter-personal communication code, targeting maximisation of such culture-agnos…
cs.CL2023
Self-tuning hyper-parameters for unsupervised cross-lingual tokenization
Anton Kolonin
We explore the possibility of meta-learning for the language-independent unsupervised tokenization problem for English, Russian, and Chinese. We implement the meta-learning approac…
cs.CE2023
Adaptive Predictive Portfolio Management Agent
Anton Kolonin, Alexey Glushchenko, Arseniy Fokin +3
The paper presents an advanced version of an adaptive market-making agent capable of performing experiential learning, exploiting a "try and fail" approach relying on a swarm of su…