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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,341 papers · 148 categories

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0111 · Oct 200119922001200920182026
3 results for roughening

A new method for selecting variables in nonparametric models without assuming specific forms.

problem Variable selection in sparse generalized additive models without assuming specific functional forms.
method Incremental forward stagewise regression with roughening to adjust residuals.
result The method performs competitively and is demonstrated on real datasets.

We propose a new approach for properly analyzing stochastic time series by mapping the dynamics of time series fluctuations onto a suitable nonequilibrium surface-growth problem. In this framework, the fluctuation sampling time interval plays the role of time variable, whereas the physical time is treated as the analog…

2008-08-24abs ↗pdf ↗

An elementary family of local Hamiltonians H,¸,=1,2,3,ldotsH_{\c ,\ell}, \ell = 1,2,3, ldots, is described for a 22-dimensional quantum mechanical system of spin =1/2={1/2} particles. On the torus, the ground state space G,G_{\circ,\ell} is (log)(\log) extensively degenerate but should collapse under łłperturbation" to an anyonic syste…

2001-10-09abs ↗pdf ↗