Publications associées à Differentiation rules

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Active Learning of Multi-Index Function Models

Volkan Cevher, Hemant Tyagi

We consider the problem of actively learning \textit{multi-index} functions of the form

f(x) = g(Ax)= \sum_{i=1}^k g_i(a_i^Tx)

from point evaluations of

f

. We assume that the function

f

is defined on an

\ell_2

-ball in

\Real^d

g

is twice contin ...

2012

Differentiation rules

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Incremental Model Identification of Fluid-Fluid Reaction Systems – Dynamic Accumulation and Reactions in the Diffusion Layer

Non-Stationary Hydrologic Transport in the Vadose Zone: Experimental Results of Multiple Tracer Injections in Lysimeters

Active Learning of Multi-Index Function Models

Simultaneous or incremental identification of reaction systems ?

Extent-based incremental identification of reaction kinetics from spectroscopic data

Extent-based incremental identification of reaction systems – Minimal number of measurements for full state reconstruction

Bounds in 4D conformal field theories with global symmetry

A New Method to Explore Conformal Field Theories in Any Dimension

Generalized Euler-Poincar, Equations on Lie Groups and Homogeneous Spaces, Orbit Invariants and Applications

Containment Control in Mobile Networks

A New Method to Explore Conformal Field Theories in Any Dimension

Generalized Euler-Poincar, Equations on Lie Groups and Homogeneous Spaces, Orbit Invariants and Applications

Incremental Model Identification of Fluid-Fluid Reaction Systems – Dynamic Accumulation and Reactions in the Diffusion Layer

Simultaneous or incremental identification of reaction systems ?

Bounds in 4D conformal field theories with global symmetry

Extent-based incremental identification of reaction kinetics from spectroscopic data

Active Learning of Multi-Index Function Models

Extent-based incremental identification of reaction systems – Minimal number of measurements for full state reconstruction

Containment Control in Mobile Networks

Non-Stationary Hydrologic Transport in the Vadose Zone: Experimental Results of Multiple Tracer Injections in Lysimeters