logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
A

Alejandro Perdomo‐Ortiz

university of toronto

23H-index
78Paper Count
3.2KCitation Count
Published Papers 22
Publication Date
logo
Generalization metrics for practical quantum advantage in generative models
errPHYSICAL REVIEW APPLIED
IF4.4
err2024-04-17
err4
errOAAI
errGili, Kaitlin; Mauri, Marta; Perdomo-Ortiz, Alejandro
errShare
errSave
Enhancing combinatorial optimization with classical and quantum generative models
errNATURE COMMUNICATIONS
IF15.7
err2024-03-29
err3
errOAAI
errAlcazar, Javier; Vakili, Mohammad Ghazi; Kalayci, Can B.; Perdomo-Ortiz, Alejandro
errShare
errSave
A framework for demonstrating practical quantum advantage: comparing quantum against classical generative models
errCOMMUNICATIONS PHYSICS
IF5.8
err2024-02-28
err11
errOAAI
errHibat-Allah, Mohamed; Mauri, Marta; Carrasquilla, Juan; Perdomo-Ortiz, Alejandro
errShare
errSave
Synergistic pretraining of parametrized quantum circuits via tensor networks
errNATURE COMMUNICATIONS
IF15.7
err2023-12-15
err16
errOAAI
errRudolph, Manuel S.; Miller, Jacob; Motlagh, Danial; Chen, Jing; Acharya, Atithi; Perdomo-Ortiz, Alejandro
errShare
errSave
Decomposition of matrix product states into shallow quantum circuits
errQUANTUM SCIENCE AND TECHNOLOGY
IF5
err2023-11-08
err7
errOAAI
errRudolph, Manuel S.; Chen, Jing; Miller, Jacob; Acharya, Atithi; Perdomo-Ortiz, Alejandro
errShare
errSave
Symmetric tensor networks for generative modeling and constrained combinatorial optimization
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2023-07-21
err4
errOAAI
errLopez-Piqueres, Javier; Chen, Jing; Perdomo-Ortiz, Alejandro
errShare
errSave
Do quantum circuit Born machines generalize?
errQUANTUM SCIENCE AND TECHNOLOGY
IF5
err2023-05-30
err9
errOAAI
errGili, Kaitlin; Hibat-Allah, Mohamed; Mauri, Marta; Ballance, Chris; Perdomo-Ortiz, Alejandro
errShare
errSave
Neural network enhanced measurement efficiency for molecular groundstates
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2023-02-09
err7
errOAAI
errIouchtchenko, Dmitri; Gonthier, Jerome F.; Perdomo-Ortiz, Alejandro; Melko, Roger G.
errShare
errSave
Generation of High-Resolution Handwritten Digits with an Ion-Trap Quantum Computer
errPHYSICAL REVIEW X
IF15.7
err2022-07-15
err51
errOAAI
errRudolph, Manuel S.; Toussaint, Ntwali Bashige; Katabarwa, Amara; Johri, Sonika; Peropadre, Borja; Perdomo-Ortiz, Alejandro
errShare
errSave
Robust implementation of generative modeling with parametrized quantum circuits
errQUANTUM MACHINE INTELLIGENCE
IF4.4
err2021-05-03
err14
PREAI
errLeyton-Ortega, Vicente; Perdomo-Ortiz, Alejandro; Perdomo, Oscar
errShare
errSave
Classical versus quantum models in machine learning: insights from a finance application
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2020-07-06
err41
errOAAI
errAlcazar, Javier; Leyton-Ortega, Vicente; Perdomo-Ortiz, Alejandro
errShare
errSave
Training of quantum circuits on a hybrid quantum computer
errSCIENCE ADVANCES
IF12.5
err2019-10-11
err152
errOAAI
errZhu, D.; Linke, N. M.; Benedetti, M.; Landsman, K. A.; Nguyen, N. H.; Alderete, C. H.; Perdomo-Ortiz, A.; Korda, N.; Garfoot, A.; Brecque, C.; Egan, L.; Perdomo, O.; Monroe, C.
errShare
errSave
Readiness of Quantum Optimization Machines for Industrial Applications
errPHYSICAL REVIEW APPLIED
IF4.4
err2019-07-02
err37
errOAAI
errPerdomo-Ortiz, Alejandro; Feldman, Alexander; Ozaeta, Asier; Isakov, Sergei, V; Zhu, Zheng; O'Gorman, Bryan; Katzgraber, Helmut G.; Diedrich, Alexander; Neven, Hartmut; de Kleer, Johan; Lackey, Brad; Biswas, Rupak
errShare
errSave
A generative modeling approach for benchmarking and training shallow quantum circuits
errNPJ QUANTUM INFORMATION
IF8.3
err2019-05-27
err274
errOAAI
errBenedetti, Marcello; Garcia-Pintos, Delfina; Perdomo, Oscar; Leyton-Ortega, Vicente; Nam, Yunseong; Perdomo-Ortiz, Alejandro
errShare
errSave
Opportunities and challenges for quantum-assisted machine learning in near-term quantum computers
errQUANTUM SCIENCE AND TECHNOLOGY
IF5
err2018-06-19
err129
errOAAI
errPerdomo-Ortiz, Alejandro; Benedetti, Marcello; Realpe-Gomez, John; Biswas, Rupak
errShare
errSave
Quantum-assisted Helmholtz machines: A quantum-classical deep learning framework for industrial datasets in near-term devices
errQUANTUM SCIENCE AND TECHNOLOGY
IF5
err2018-05-11
err57
errOAAI
errBenedetti, Marcello; Realpe-Gomez, John; Perdomo-Ortiz, Alejandro
errShare
errSave
Determination and correction of persistent biases in quantum annealers
errSCIENTIFIC REPORTS
IF3.9
err2016-01-19
err24
errOAAI
errPerdomo-Ortiz, Alejandro; O'Gorman, Bryan; Fluegemann, Joseph; Biswas, Rupak; Smelyanskiy, Vadim N.
errShare
errSave
Determining the Conformations of Porphyrin Dimers and Dinucleotide-Substituted DNA Constructs by 2-Dimensional Fluorescence Spectroscopy
errBIOPHYSICAL JOURNAL
IF3.1
err2013-01-01
err0
errOAAI
errWidom, Julia R.; Perdomo-Ortiz, Alejandro; Lee, Wonbae; Johnson, Neil P.; von Hippel, Peter H.; Aspuru-Guzik, Alan; Marcus, Andrew H.
errShare
errSave
Electronic transition moments of 6-methyl isoxanthopterin-a fluorescent analogue of the nucleic acid base guanine
errNUCLEIC ACIDS RESEARCH
IF13.1
err2012-11-26
err10
errOAAI
errWidom, Julia R.; Rappoport, Dmitrij; Perdomo-Ortiz, Alejandro; Thomsen, Hanna; Johnson, Neil P.; von Hippel, Peter H.; Aspuru-Guzik, Alan; Marcus, Andrew H.
errShare
errSave
Finding low-energy conformations of lattice protein models by quantum annealing
errSCIENTIFIC REPORTS
IF3.9
err2012-08-13
err271
errOAAI
errPerdomo-Ortiz, Alejandro; Dickson, Neil; Drew-Brook, Marshall; Rose, Geordie; Aspuru-Guzik, Alan
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
A
Alán Aspuru‐Guzik
H-index: 114 · Papers: 933
C
C. Monroe
H-index: 92 · Papers: 506
P
Peter H. von Hippel
H-index: 91 · Papers: 353
R
Roger G. Melko
H-index: 47 · Papers: 270
V
Vadim Smelyanskiy
H-index: 46 · Papers: 268
View more