activity
20172023
most citedLearning ReLU Networks on Linearly Separable Data: Algorithm, Optimality, and Generalization

148 citations · 313 across the 10 of their papers we have counts for

collaborators

12 papers

gr-qc2023

Earthquakes as probing tools for gravity theories

Aleksander Kozak, Aneta Wojnar

We propose a novel method for testing gravity models using seismic data from Earth. By imposing observational constraints on Earth's moment of inertia and mass, we rigorously limit…

gr-qc2023★ 13 cited

Planetary seismology as a test of modified gravity proposals

Aleksander Kozak, Aneta Wojnar

We demonstrate that it is possible to test models of gravity, such as Palatini and Eddington-inspired Born-Infeld models, using seismic data from Earth. By incorporating add…

gr-qc2022★ 10 cited

Cooling process of substellar objects in scalar-tensor gravity

Aleksander Kozak, Kärt Soieva, Aneta Wojnar

Cooling processes of brown dwarf stars and giant planets are studied in the framework of DHOST theories. We confirm the previous results in the field that the effect of modified gr…

gr-qc2021

Interiors of terrestrial planets in metric-affine gravity

Aleksander Kozak, Aneta Wojnar

Using a semi-empirical approach we show that modified gravity affects the internal properties of terrestrial planets, such as their physical characteristics of a core, mantle, and…

gr-qc2021★ 12 cited

Non-homogeneous exoplanets in metric-affine gravity

Aleksander Kozak, Aneta Wojnar

The improved description of the planets' interior is provided. We examine the modified gravity effects on the Earth-like planets composed of the iron core and silicate mantle. We c…

gr-qc2021★ 2 cited

Scalar-tensor cosmologies in a minisuperspace formulation: a case study

Andrzej Borowiec, Aleksander Kozak

We revisit a general minisuperspace (MSS) formalism for scalar-tensor (ST) FLRW type cosmological models in arbitrary frame with perfect fluid source. We discuss how to impose Cauc…

gr-qc2021★ 24 cited

Metric-affine gravity effects on terrestrial (exo-)planets profiles

Aleksander Kozak, Aneta Wojnar

Mass-radius relations of homogeneous cold spheres are obtained for six solid materials commonly found in terrestrial planets. An additional degeneracy in the (exo-)planets' profile…

gr-qc2021★ 14 cited

Invariant quantities of Scalar-Tensor Theories for stellar structure

Aleksander Kozak, Aneta Wojnar

We present the relativistic hydrostatic equilibrium equations for a wide class of gravitational theories possessing a scalar-tensor representation. It turns out that the stellar st…

gr-qc2020★ 62 cited

Equivalence of inflationary models between the metric and Palatini formulation of scalar-tensor theories

Laur Järv, Alexandros Karam, Aleksander Kozak +3

With a scalar field non-minimally coupled to curvature, the underlying geometry and variational principle of gravity - metric or Palatini - becomes important and makes a difference…

gr-qc2020★ 28 cited

New class of hybrid metric-Palatini scalar-tensor theories of gravity

Andrzej Borowiec, Aleksander Kozak

A class of scalar-tensor theories (STT) including a non-metricity that unifies metric, Palatini and hybrid metric-Palatini gravitational actions with non-minimal interaction is pro…

stat.ML2018★ 148 cited

Learning ReLU Networks on Linearly Separable Data: Algorithm, Optimality, and Generalization

Gang Wang, Georgios B. Giannakis, Jie Chen

Neural networks with REctified Linear Unit (ReLU) activation functions (a.k.a. ReLU networks) have achieved great empirical success in various domains. Nonetheless, existing result…

gr-qc2017

Scalar-tensor gravity in the Palatini approach

Aleksander Kozak

The main objective of this thesis is to discuss scalar-tensor theories in the Palatini approach. Both scalar-tensor theories and Palatini formalism are means of alternating classic…