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P. Tavallali

13 papers hereh-index 13531 citations45 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author4
  • last author4

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • math.NA4
  • cs.LG3
  • stat.ML2
  • cs.IT1
  • cs.SE1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20132025
most citedOne-Shot Learning of Stochastic Differential Equations with Data Adapted Kernels

30 citations · 42 across the 11 of their papers we have counts for

collaborators
Showing 2013Show all

2 papers · 1 filter

cs.IT2013★ 7 cited

Sparse Time Frequency Representations and Dynamical Systems

T. Y. Hou, Z. Shi, P. Tavallali

In this paper, we establish a connection between the recently developed data-driven time-frequency analysis \cite{HS11,HS13-1} and the classical second order differential equations…

math.NA2013

Convergence of a data-driven time-frequency analysis method

Thomas Y. Hou, Zuoqiang Shi, Peyman Tavallali

In a recent paper, Hou and Shi introduced a new adaptive data analysis method to analyze nonlinear and non-stationary data. The main idea is to look for the sparsest representation…

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