Author

V. Smirnov

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#artificial intelligence Preprint Oct 2026

Same Beliefs, Different Policies: Learning Reusable Representations for Early Stopping in LLM Reasoning

BELT (BELief-based Termination), which separates outcome prediction from stopping control from end-to-end controllers, and its accuracy-cost trade-offs are competitive with or better than those of end-to-end controllers.

Jingwei Ni, Dmitry Abulkhanov, V. Smirnov et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Can LLMs Catch a Rigged Backtest? A Clean-Control Calibration Benchmark

A 96-item paired benchmark in which every flawed backtest has a clean control that holds strategy, dates, code style, labels, and reporting scaffold fixed while changing one methodology detail is built.

Makar Ulesov, V. Smirnov, Omar Ibrahim et al. · 0 citations