From the 1 of 3 linked papers with an AI index.
3 papers
cs.CE2026
Train Often, Deploy Selectively: Forward-Gated Model Replacement in Crypto Markets
Aditya Dutta
The paper proposes a deployment strategy called Shadow Before Swap (SBS) that evaluates retrained forecasting models off the live path and only promotes them when they show a suffi…
cond-mat.stat-mech2026
Stability and breakdown of chiral motion in non-reciprocal flocking
Aditya Kumar Dutta, Swarnajit Chatterjee, Matthieu Mangeat +1
We study a two-species Vicsek model with intra-species alignment and asymmetric inter-species couplings, where one species aligns with the other while the latter anti-aligns. Motiv…
cond-mat.stat-mech2025
Stability of flocking in the reciprocal two-species Vicsek model: Effects of relative population, motility, and noise
Aditya Kumar Dutta, Matthieu Mangeat, Heiko Rieger +2
Natural flocks need to cope with various forms of heterogeneities, for instance, their composition, motility, interaction, or environmental factors. Here, we study the effects of s…