2 citations · 3 across the 14 of their papers we have counts for
4 papers · 1 filter
Unsupervised Tokenization Learning
Anton Kolonin, Vignav Ramesh
In the presented study, we discover that the so-called "transition freedom" metric appears superior for unsupervised tokenization purposes in comparison to statistical metrics such…
Adaptive Multi-Strategy Market-Making Agent For Volatile Markets
Ali Raheman, Anton Kolonin, Alexey Glushchenko +2
Crypto-currency market uncertainty drives the need to find adaptive solutions to maximise gain or at least to avoid loss throughout the periods of trading activity. Given the high…
Causal Analysis of Generic Time Series Data Applied for Market Prediction
Anton Kolonin, Ali Raheman, Mukul Vishwas +3
We explore the applicability of the causal analysis based on temporally shifted (lagged) Pearson correlation applied to diverse time series of different natures in context of the p…
High-performance automatic categorization and attribution of inventory catalogs
Anton Kolonin
Techniques of machine learning for automatic text categorization are applied and adapted for the problem of inventory catalog data attribution, with different approaches explored a…