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1

Opportunities and challenges for quantum-assisted machine learning in near-term quantum computers

Perdomo-Ortiz, Alejandro, Benedetti, Marcello, Realpe-Gómez, John, Biswas, Rupak

Journal:

Quantum Science and Technology

Year:

2018

Language:

english

File:

PDF, 1.47 MB

english, 2018

2

Demographic noise and resilience in a semi-arid ecosystem model

Realpe-Gomez, John, Baudena, Mara, Galla, Tobias, McKane, Alan J., Rietkerk, Max

Journal:

Ecological Complexity

Year:

2013

Language:

english

File:

PDF, 1.54 MB

english, 2013

3

Demographic noise and piecewise deterministic Markov processes

Realpe-Gomez, John, Galla, Tobias, McKane, Alan J.

Journal:

Physical Review E

Year:

2012

Language:

english

File:

PDF, 1.23 MB

english, 2012

4

A NASA Perspective on Quantum Computing: Opportunities and Challenges

Biswas, Rupak, Jiang, Zhang, Kechezhi, Kostya, Knysh, Sergey, Mandrà, Salvatore, O’Gorman, Bryan, Perdomo-Ortiz, Alejandro, Petukhov, Andre, Realpe-Gomez, John, Rieffel, Eleanor, Venturelli, Davide, V

Journal:

Parallel Computing

Year:

2016

Language:

english

File:

PDF, 2.53 MB

english, 2016

5

Statistical mechanics of budget-constrained auctions

F. Altarelli, A. Braunstein, J. Realpe-gomez, R. Zecchina

Year:

2009

Language:

english

File:

PDF, 1.06 MB

english, 2009

6

Quantum-Assisted Learning of Hardware-Embedded Probabilistic Graphical Models

Benedetti, Marcello, Realpe-Gómez, John, Biswas, Rupak, Perdomo-Ortiz, Alejandro

Journal:

Physical Review X

Year:

2017

Language:

english

File:

PDF, 1.70 MB

english, 2017

7

Learning Dynamics and Norm Psychology Supports Human Cooperation in a Large-Scale Prisoner’s Dilemma on Networks

Realpe-Gómez, John, Vilone, Daniele, Andrighetto, Giulia, Nardin, Luis, Montoya, Javier

Journal:

Year:

2018

Language:

english

File:

PDF, 370 KB

english, 2018

8

Statistical physics approach to graphical games: local and global interactions

A. Ramezanpour, J. Realpe-Gomez, R. Zecchina

Journal:

The European Physical Journal B / Condensed Matter and Complex Systems

Year:

2011

Language:

english

File:

PDF, 371 KB

english, 2011

9

Fixation and escape times in stochastic game learning

Realpe-Gomez, John, Szczesny, Bartosz, Dall’Asta, Luca, Galla, Tobias

Journal:

Journal of Statistical Mechanics Theory and Experiment

Year:

2012

Language:

english

File:

PDF, 947 KB

english, 2012

10

Balancing selfishness and norm conformity can explain human behavior in large-scale prisoner's dilemma games and can poise human groups near criticality

Realpe-Gómez, John, Andrighetto, Giulia, Nardin, Luis Gustavo, Montoya, Javier Antonio

Journal:

Physical Review E

Year:

2018

Language:

english

File:

PDF, 703 KB

english, 2018

11

Cooper pair boxes weakly coupled to external environments

Benatti, Fabio, Floreanini, Roberto, Realpe-Gómez, John

Journal:

Journal of Physics A Mathematical and Theoretical

Year:

2008

Language:

english

File:

PDF, 150 KB

english, 2008

12

Estimation of effective temperatures in quantum annealers for sampling applications: A case study with possible applications in deep learning

Benedetti, Marcello, Realpe-Gómez, John, Biswas, Rupak, Perdomo-Ortiz, Alejandro

Journal:

Physical Review A

Year:

2016

Language:

english

File:

PDF, 651 KB

english, 2016

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