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19922026
most citedMachine Learning in Automated Text Categorization

8k citations

Showing 2019Show all

218 papers · 1 filter

cond-mat.mtrl-sci2019★ 32 cited

Koopmans Meets Bethe-Salpeter: Excitonic Optical Spectra without GW

Joshua Elliott, Nicola Colonna, Margherita Marsili +2

The Bethe-Salpeter Equation (BSE) can be applied to compute from first-principles optical spectra that include the effects of screened electron-hole interactions. As input, BSE cal…

cs.AI2019★ 1 cited

Intrinsic motivations and open-ended learning

Gianluca Baldassarre

There is a growing interest and literature on intrinsic motivations and open-ended learning in both cognitive robotics and machine learning on one side, and in psychology and neuro…

cond-mat.mtrl-sci2019★ 17 cited

Photoinduced renormalization of Dirac states in BaNiS

Niloufar Nilforoushan, Michele Casula, Marco Caputo +9

By means of pump-probe time- and angle-resolved photoelectron spectroscopy, we provide evidence of a sizeable reduction of the Fermi velocity of out-of-equilibrium Dirac bands in t…

eess.SP2019★ 440 cited

Federated Learning with Cooperating Devices: A Consensus Approach for Massive IoT Networks

Stefano Savazzi, Monica Nicoli, Vittorio Rampa

Federated learning (FL) is emerging as a new paradigm to train machine learning models in distributed systems. Rather than sharing, and disclosing, the training dataset with the se…

cond-mat.str-el2019★ 43 cited

Light-induced renormalization of the Dirac quasiparticles in the nodal-line semimetal ZrSiSe

G. Gatti, A. Crepaldi, M. Puppin +16

In nodal-line semimetals linearly dispersing states form Dirac loops in the reciprocal space, with high degree of electron-hole symmetry and almost-vanishing density of states near…

physics.app-ph2019★ 25 cited

Silicon-vacancy color centers in phosphorus-doped diamond

Assegid Mengistu Flatae, Stefano Lagomarsino, Florian Sledz +10

The controlled creation of color centers in phosphorus-doped (n-type) diamond can facilitate the electronics integration of quantum photonics devices, such as single-photon sources…