Vladimir Vargas-Calderón

31 papers Journal 29Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Molecular Design beyond Training Data with Novel Extended Objective Functionals of Generative AI Models Driven by Quantum Annealing Computer. CoRR Hayato Kunugi, Mohsen Rahmani, Yosuke Iyama, Yutaro Hirono, Akira Suma, Matthew Woolway, Vladimir Vargas-Calderón, William Kim, Kevin Chern, Mohammad Amin, Masaru Tateno
2025	J	`jnl`	MEMO-QCD: quantum density estimation through memetic optimisation for quantum circuit design. Quantum Mach. Intell. Juan E. Ardila-García, Vladimir Vargas-Calderón, Fabio A. González, Diego H. Useche, Herbert Vinck-Posada
2025	J	`jnl`	Quantum Deep Sets and Sequences. CoRR Vladimir Vargas-Calderón
2025	J	`jnl`	Quantum deep sets and sequences. Quantum Mach. Intell. Vladimir Vargas-Calderón
2025	J	`jnl`	Variational decision diagrams for quantum-inspired machine learning applications. CoRR Santiago Acevedo-Mancera, Vladimir Vargas-Calderón, Herbert Vinck-Posada
2024	J	`jnl`	Correction: Learning with density matrices and random features. Quantum Mach. Intell. Fabio A. González, Joseph Alejandro Gallego, Santiago Toledo-Cortés, Vladimir Vargas-Calderón
2024	J	`jnl`	MEMO-QCD: Quantum Density Estimation through Memetic Optimisation for Quantum Circuit Design. CoRR Juan E. Ardila-García, Vladimir Vargas-Calderón, Fabio A. González, Diego H. Useche, Herbert Vinck-Posada
2023	J	`jnl`	An empirical study of quantum dynamics as a ground state problem with neural quantum states. Quantum Inf. Process. Vladimir Vargas-Calderón, Herbert Vinck-Posada, Fabio A. González
2022	J	`jnl`	An Empirical Study of Quantum Dynamics as a Ground State Problem with Neural Quantum States. CoRR Vladimir Vargas-Calderón, Herbert Vinck-Posada, Fabio A. González
2022	J	`jnl`	Learning with density matrices and random features. Quantum Mach. Intell. Fabio A. González, Joseph Alejandro Gallego, Santiago Toledo-Cortés, Vladimir Vargas-Calderón
2022	J	`jnl`	Optimisation-free Classification and Density Estimation with Quantum Circuits. CoRR Vladimir Vargas-Calderón, Fabio A. González, Herbert Vinck-Posada
2022	J	`jnl`	Optimisation-free density estimation and classification with quantum circuits. Quantum Mach. Intell. Vladimir Vargas-Calderón, Fabio A. González, Herbert Vinck-Posada
2022	J	`jnl`	Road Network Deterioration Monitoring Using Aerial Images and Computer Vision. CoRR Nicolás Parra-A., Vladimir Vargas-Calderón, Herbert Vinck-Posada, Nicanor Vinck
2022	—	`—`	Symbiosis between quantum physics and machine learning: Applications in data science, many-body physics and quantum computation Vladimir Vargas-Calderón
2022	J	`jnl`	Towards robust and speculation-reduction real estate pricing models based on a data-driven strategy. J. Oper. Res. Soc. Vladimir Vargas-Calderón, Jorge E. Camargo
2021	J	`jnl`	Learning with Density Matrices and Random Features. CoRR Fabio A. González, Joseph Alejandro Gallego, Santiago Toledo-Cortés, Vladimir Vargas-Calderón
2021	J	`jnl`	Machine learning for assessing quality of service in the hospitality sector based on customer reviews. CoRR Vladimir Vargas-Calderón, Andreina Moros Ochoa, Gilmer Yovani Castro Nieto, Jorge E. Camargo
2021	J	`jnl`	Machine learning for assessing quality of service in the hospitality sector based on customer reviews. J. Inf. Technol. Tour. Vladimir Vargas-Calderón, Andreina Moros Ochoa, Gilmer Yovani Castro Nieto, Jorge E. Camargo
2021	J	`jnl`	Many-Qudit representation for the Travelling Salesman Problem Optimisation. CoRR Vladimir Vargas-Calderón, Nicolás Parra-A., Herbert Vinck-Posada, Fabio A. González
2021	J	`jnl`	NetKet 3: Machine Learning Toolbox for Many-Body Quantum Systems. CoRR Filippo Vicentini, Damian Hofmann, Attila Szabó, Dian Wu, Christopher Roth, Clemens Giuliani, Gabriel Pescia, Jannes Nys, Vladimir Vargas-Calderón, Nikita Astrakhantsev, Giuseppe Carleo
2020	—	`conf`	Learning from Students' Perception on Professors Through Opinion Mining. ICAI Vladimir Vargas-Calderón, Juan S. Flórez, Leonel F. Ardila, Nicolás Parra-A., Jorge E. Camargo, Nelson Vargas
2020	J	`jnl`	Learning from students' perception on professors through opinion mining. CoRR Vladimir Vargas-Calderón, Juan S. Flórez, Leonel F. Ardila, Nicolás Parra-A., Jorge E. Camargo, Nelson Vargas
2020	J	`jnl`	Supervised Learning with Quantum Measurements. CoRR Fabio A. González, Vladimir Vargas-Calderón, Herbert Vinck-Posada
2020	J	`jnl`	Towards robust and speculation-reduction real estate pricing models based on a data-driven strategy. CoRR Vladimir Vargas-Calderón, Jorge E. Camargo
2019	J	`jnl`	A model for predicting price polarity of real estate properties using information of real estate market websites. CoRR Vladimir Vargas-Calderón, Jorge E. Camargo
2019	J	`jnl`	Are Armageddon chess games implemented fairly? ICGA J. Vladimir Vargas-Calderón
2019	J	`jnl`	Characterization of citizens using word2vec and latent topic analysis in a large set of tweets. CoRR Vladimir Vargas-Calderón, Jorge Camargo
2019	J	`jnl`	Event detection in Colombian security Twitter news using fine-grained latent topic analysis. CoRR Vladimir Vargas-Calderón, Nicolás Parra-A., Jorge E. Camargo, Herbert Vinck-Posada
2019	J	`jnl`	Using machine learning and information visualisation for discovering latent topics in Twitter news. CoRR Vladimir Vargas-Calderón, Marlon Steibeck Dominguez, Nicolás Parra-A., Herbert Vinck-Posada, Jorge E. Camargo
2018	J	`jnl`	Sentiment polarity classification of tweets using a extended dictionary. Inteligencia Artif. Jorge E. Camargo, Vladimir Vargas-Calderón, Nelson Vargas, Liliana Calderón-Benavides
2017	J	`jnl`	Pronunciation recognition of English phonemes /\textipa{@}/, /æ/, /\textipa{A}: / and /\textipa{2}/ using Formants and Mel Frequency Cepstral Coefficients. CoRR Keith Y. Patarroyo, Vladimir Vargas-Calderón