Guergana Petrova

Convergence Rates for Greedy Algorithms in Reduced Basis Methods

Peter Binev, Albert Cohen, Wolfgang Dahmen et al. · SIAM Journal on Mathematical Analysis · 2011 · 365 citations

Nonlinear Approximation and (Deep) $$\mathrm {ReLU}$$ Networks

Ingrid Daubechies, Ronald DeVore, Simon Foucart et al. · Constructive Approximation · 2021 · 183 citations

Engineering, Nonlinear Approximation, Deep Learning +2

Greedy Algorithms for Reduced Bases in Banach Spaces

Ronald DeVore, Guergana Petrova, P. Wojtaszczyk · Constructive Approximation · 2013 · 150 citations

Sparse Representation, Atomic Decomposition, Reduced Bases +2

Instance-optimality in probability with an <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.gif" overflow="scroll"><mml:msub><mml:mi>ℓ</mml:mi><mml:mn>1</mml:mn></mml:msub></mml:math>-minimization decoder

Ronald DeVore, Guergana Petrova, P. Wojtaszczyk · Applied and Computational Harmonic Analysis · 2009 · 114 citations

Math Xmlns, Engineering, Information Theory +7

Streaming Surface Reconstruction Using Wavelets

Josiah Manson, Guergana Petrova, Scott Schaefer · Computer Graphics Forum · 2008 · 110 citations

Indicator Function, Engineering, Laser Range Scanner +17