Nuno Lourenço

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All published works

Action	Title	Year	Authors
+ PDF Chat	GreenMachine: Automatic Design of Zero-Cost Proxies for Energy-Efficient NAS	2024	Gabriel Cortês Nuno Lourenço Penousal Machado
+ PDF Chat	Exploring Layerwise Adversarial Robustness Through the Lens of t-SNE	2024	Inês Valentim Nuno Antunes Nuno Lourenço
+ PDF Chat	Exploring Layerwise Adversarial Robustness Through the Lens of t-SNE	2024	Inês Valentim Nuno Antunes Nuno Lourenço
+ PDF Chat	Towards Physical Plausibility in Neuroevolution Systems	2024	Gabriel Cortês Nuno Lourenço Penousal Machado
+	SPENSER: Towards a NeuroEvolutionary Approach for Convolutional Spiking Neural Networks	2023	Henrique Branquinho Nuno Lourenço Ernesto Costa
+ PDF Chat	Exploring Generative Adversarial Networks for Text-to-Image Generation with Evolution Strategies	2023	Victor Costa Nuno Lourenço João Correia Penousal Machado
+	Structured mutation inspired by evolutionary theory enriches population performance and diversity	2023	Stefano Tiso P. Carvalho Nuno Lourenço Penousal Machado
+	Context Matters: Adaptive Mutation for Grammars	2023	P. Carvalho Jessica Mégane Nuno Lourenço Penousal Machado
+ PDF Chat	All You Need is Sex for Diversity	2023	José Maria Simões Nuno Lourenço Penousal Machado
+ PDF Chat	Context Matters: Adaptive Mutation for Grammars	2023	Pedro Carvalho Jessica Mégane Nuno Lourenço Penousal Machado
+	All You Need Is Sex for Diversity	2023	José Maria Simões Nuno Lourenço Penousal Machado
+	Reducing the Price of Stable Cable Stayed Bridges with CMA-ES	2023	Gabriel Fernandes Nuno Lourenço João R. Correia
+	Automatic Design of Telecom Networks with Genetic Algorithms	2023	João Correia Gustavo Falcão Gama João Tiago Guerrinha Ricardo Cadime Pedro Antero Carvalhido Tiago O. Vieira Nuno Lourenço
+ PDF Chat	Reducing the Price of Stable Cable Stayed Bridges with CMA-ES	2023	Gabriel Fernandes Nuno Lourenço João Correia
+ PDF Chat	Automatic Design of Telecom Networks with Genetic Algorithms	2023	João Correia Gustavo Falcão Gama João Tiago Guerrinha Ricardo Cadime Pedro Antero Carvalhido Tiago M. Vieira Nuno Lourenço
+ PDF Chat	Adversarial Robustness Assessment of NeuroEvolution Approaches	2022	Inês Valentim Nuno Lourenço Nuno Antunes
+ PDF Chat	Probabilistic Structured Grammatical Evolution	2022	Jessica Mégane Nuno Lourenço Penousal Machado
+ PDF Chat	Co-evolutionary probabilistic structured grammatical evolution	2022	Jessica Mégane Nuno Lourenço Penousal Machado
+	Probabilistic Structured Grammatical Evolution	2022	Jessica Mégane Nuno Lourenço Penousal Machado
+	Exploring Generative Adversarial Networks for Text-to-Image Generation with Evolution Strategies	2022	Víctor Costa Nuno Lourenço João Correia Penousal Machado
+	Adversarial Robustness Assessment of NeuroEvolution Approaches	2022	Inês Valentim Nuno Lourenço Nuno Antunes
+	On the Exploitation of Neuroevolutionary Information: Analyzing the Past for a More Efficient Future.	2021	Unai Garciarena Nuno Lourenço Penousal Machado Roberto Santana Alexander Mendiburu
+	The Daily Economic Indicator: tracking economic activity daily during the lockdown	2021	Nuno Lourenço António Rua
+	Evolving Learning Rate Optimizers for Deep Neural Networks.	2021	Pedro Carvalho Nuno Lourenço Penousal Machado
+	Probabilistic Grammatical Evolution	2021	Jessica Mégane Nuno Lourenço Penousal Machado
+	Demonstrating the Evolution of GANs through t-SNE	2021	Victor Costa Nuno Lourenço João Correia Penousal Machado
+ PDF Chat	Probabilistic Grammatical Evolution	2021	Jessica Mégane Nuno Lourenço Penousal Machado
+	On the Exploitation of Neuroevolutionary Information: Analyzing the Past for a More Efficient Future	2021	Unai Garciarena Nuno Lourenço Penousal Machado Roberto Santana Alexander Mendiburu
+	Evolving Learning Rate Optimizers for Deep Neural Networks	2021	P. Carvalho Nuno Lourenço Penousal Machado
+	Probabilistic Grammatical Evolution	2021	Jessica Mégane Nuno Lourenço Penousal Machado
+	Demonstrating the Evolution of GANs through t-SNE	2021	Víctor Costa Nuno Lourenço João Correia Penousal Machado
+ PDF Chat	Exploring the evolution of GANs through quality diversity	2020	Victor Costa Nuno Lourenço João Correia Penousal Machado
+ PDF Chat	AutoLR	2020	Pedro Carvalho Nuno Lourenço Filipe Assunção Penousal Machado
+	Using Skill Rating as Fitness on the Evolution of GANs.	2020	Victor Costa Nuno Lourenço João Correia Penousal Machado
+	Incremental Evolution and Development of Deep Artificial Neural Networks	2020	Filipe Assunção Nuno Lourenço Bernardete Ribeiro Penousal Machado
+	Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution	2020	Filipe Assunção Nuno Lourenço Bernardete Ribeiro Penousal Machado
+ PDF Chat	Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution	2020	Filipe Assunção Nuno Lourenço Bernardete Ribeiro Penousal Machado
+ PDF Chat	Using Skill Rating as Fitness on the Evolution of GANs	2020	Victor Costa Nuno Lourenço João Correia Penousal Machado
+ PDF Chat	Incremental Evolution and Development of Deep Artificial Neural Networks	2020	Filipe Assunção Nuno Lourenço Bernardete Ribeiro Penousal Machado
+	The DEI: tracking economic activity daily during the lockdown	2020	Antonio Rúa Vieites Nuno Lourenço
+	Using Skill Rating as Fitness on the Evolution of GANs	2020	Víctor Costa Nuno Lourenço João Correia Penousal Machado
+	Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution	2020	Filipe Assunção Nuno Lourenço Bernardete Ribeiro Penousal Machado
+	Incremental Evolution and Development of Deep Artificial Neural Networks	2020	Filipe Assunção Nuno Lourenço Bernardete Ribeiro Penousal Machado
+	The Impact of Data Preparation on the Fairness of Software Systems	2019	Inês Valentim Nuno Lourenço Nuno Antunes
+ PDF Chat	The Impact of Data Preparation on the Fairness of Software Systems	2019	Inês Valentim Nuno Lourenço Nuno Antunes
+ PDF Chat	COEGAN	2019	Victor Costa Nuno Lourenço João Correia Penousal Machado
+ PDF Chat	Automatic Design of Artificial Neural Networks for Gamma-Ray Detection	2019	Filipe Assunção João Correia R. Conceição M. Pimenta B. Tomé Nuno Lourenço Penousal Machado
+	Fast-DENSER++: Evolving Fully-Trained Deep Artificial Neural Networks	2019	Filipe Assunção Nuno Lourenço Penousal Machado Bernardete Ribeiro
+ PDF Chat	Coevolution of Generative Adversarial Networks	2019	Victor Costa Nuno Lourenço Penousal Machado
+	The Impact of Data Preparation on the Fairness of Software Systems	2019	Inês Valentim Nuno Lourenço Nuno Antunes
+ PDF Chat	DENSER: deep evolutionary network structured representation	2018	Filipe Assunção Nuno Lourenço Penousal Machado Bernardete Ribeiro
+	Forecasting exports with targeted predictors	2018	António Rua Nuno Lourenço Francisco Dias
+ PDF Chat	Towards the evolution of multi-layered neural networks: a dynamic structured grammatical evolution approach	2017	Filipe Assunção Nuno Lourenço Penousal Machado Bernardete Ribeiro
+ PDF Chat	Towards the evolution of multi-layered neural networks	2017	Filipe Assunção Nuno Lourenço Penousal Machado Bernardete Ribeiro
+ PDF Chat	Towards the Evolution of Multi-Layered Neural Networks: A Dynamic Structured Grammatical Evolution Approach	2017	Filipe Assunção Nuno Lourenço Penousal Machado Bernardete Ribeiro

Common Coauthors

Coauthor	Papers Together
Penousal Machado	40
Filipe Assunção	13
João Correia	13
Bernardete Ribeiro	11
Jessica Mégane	8
Nuno Antunes	7
Inês Valentim	7
Victor Costa	7
P. Carvalho	3
Pedro Carvalho	3
Víctor Costa	3
José Maria Simões	2
António Rua	2
Gustavo Falcão Gama	2
Roberto Santana	2
Pedro Antero Carvalhido	2
Gabriel Cortês	2
Ricardo Cadime	2
Alexander Mendiburu	2
Unai Garciarena	2
João Tiago Guerrinha	2
Ernesto Costa	1
Stefano Tiso	1
Gabriel Fernandes	1
R. Conceição	1
Tiago M. Vieira	1
João R. Correia	1
Antonio Rúa Vieites	1
B. Tomé	1
Francisco Dias	1
M. Pimenta	1
Gabriel Fernandes	1
Tiago O. Vieira	1
Henrique Branquinho	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Evolving Deep Neural Networks	2018	Risto Miikkulainen Jason Liang Elliot Meyerson Aditya Rawal Daniel Fink Olivier Francon Bala Raju Hormoz Shahrzad Arshak Navruzyan Nigel Duffy	10
+ PDF Chat	DENSER: deep evolutionary network structured representation	2018	Filipe Assunção Nuno Lourenço Penousal Machado Bernardete Ribeiro	9
+ PDF Chat	Rethinking the Inception Architecture for Computer Vision	2016	Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jon Shlens Zbigniew Wojna	7
+	Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms	2017	Xiao Han Kashif Rasul Roland Vollgraf	7
+	GANs Trained by a Two Time-Scale Update Rule Converge to a Local Nash Equilibrium	2017	Martin Heusel Hubert Ramsauer Thomas Unterthiner Bernhard Nessler Sepp Hochreiter	7
+ PDF Chat	ImageNet Large Scale Visual Recognition Challenge	2015	Olga Russakovsky Jia Deng Hao Su Jonathan Krause Sanjeev Satheesh Sean Ma Zhiheng Huang Andrej Karpathy Aditya Khosla Michael S. Bernstein	6
+ PDF Chat	Least Squares Generative Adversarial Networks	2017	Xudong Mao Qing Li Haoran Xie Raymond Y.K. Lau Zhen Wang Stephen Paul Smolley	6
+	Adam: A Method for Stochastic Optimization	2014	Diederik P. Kingma Jimmy Ba	6
+ PDF Chat	Coevolution of Generative Adversarial Networks	2019	Victor Costa Nuno Lourenço Penousal Machado	6
+ PDF Chat	A genetic programming approach to designing convolutional neural network architectures	2017	Masanori Suganuma Shinichi Shirakawa Tomoharu Nagao	6
+ PDF Chat	Evolutionary Generative Adversarial Networks	2019	Chaoyue Wang Chang Xu Xin Yao Dacheng Tao	5
+	Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks	2015	Alec Radford Luke Metz Soumith Chintala	5
+	Towards Distributed Coevolutionary GANs	2018	Tom Schmiedlechner Abdullah Al-Dujaili Erik Hemberg Una-May O’Reilly	5
+	Scikit-learn: Machine Learning in Python	2012	Fabián Pedregosa Gaël Varoquaux Alexandre Gramfort Vincent Michel Bertrand Thirion Olivier Grisel Mathieu Blondel Peter Prettenhofer Ron J. Weiss Vincent Dubourg	5
+	Improved Techniques for Training GANs	2016	Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen	5
+ PDF Chat	COEGAN	2019	Victor Costa Nuno Lourenço João Correia Penousal Machado	4
+ PDF Chat	Genetic algorithms for evolving deep neural networks	2014	Omid E. David Iddo Greental	4
+ PDF Chat	Competitive Coevolution through Evolutionary Complexification	2004	Kenneth O. Stanley Risto Miikkulainen	4
+ PDF Chat	Spatial evolutionary generative adversarial networks	2019	Jamal Toutouh Erik Hemberg Una-May O’Reilly	4
+	Regularized Evolution for Image Classifier Architecture Search	2019	Esteban Real Alok Aggarwal Yanping Huang Quoc V. Le	3
+ PDF Chat	Deep Learning Face Attributes in the Wild	2015	Ziwei Liu Ping Luo Xiaogang Wang Xiaoou Tang	3
+	Large-Scale Evolution of Image Classifiers	2017	Esteban Real Sherry Moore Andrew Selle Saurabh Saxena Yutaka L. Suematsu Jie Tan Quoc V. Le А.В. Куракин	3
+ PDF Chat	Going deeper with convolutions	2015	Christian Szegedy Wei Liu Yangqing Jia Pierre Sermanet Scott Reed Dragomir Anguelov Dumitru Erhan Vincent Vanhoucke Andrew Rabinovich	3
+ PDF Chat	Probabilistic Grammatical Evolution	2021	Jessica Mégane Nuno Lourenço Penousal Machado	3
+	Large Scale GAN Training for High Fidelity Natural Image Synthesis	2018	Andrew Brock Jeff Donahue Karen Simonyan	3
+	Evolutionary Generative Adversarial Networks	2018	Chaoyue Wang Chang Xu Xin Yao Dacheng Tao	3
+	Wide Residual Networks	2016	Sergey Zagoruyko Nikos Komodakis	2
+	Fairness Constraints: Mechanisms for Fair Classification	2015	Muhammad Bilal Zafar Isabel Valera Manuel Gomez-Rodriguez Krishna P. Gummadi	2
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	2
+ PDF Chat	Learning Transferable Architectures for Scalable Image Recognition	2018	Barret Zoph Vijay Vasudevan Jonathon Shlens Quoc V. Le	2
+ PDF Chat	A comparative study of fairness-enhancing interventions in machine learning	2019	Sorelle A. Friedler Carlos Scheidegger Suresh Venkatasubramanian Sonam Choudhary Evan P. Hamilton Derek Roth	2
+	Are GANs Created Equal? A Large-Scale Study	2017	Mario Lučić Karol Kurach Marcin Michalski Sylvain Gelly Olivier Bousquet	2
+ PDF Chat	Cyclical Learning Rates for Training Neural Networks	2017	Leslie N. Smith	2
+	Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks	2015	Alec Radford Luke Metz Soumith Chintala	2
+	Practical Bayesian Optimization of Machine Learning Algorithms	2012	Jasper Snoek Hugo Larochelle Ryan P. Adams	2
+	Fairness in Machine Learning: Lessons from Political Philosophy	2017	Reuben Binns	2
+	PathNet: Evolution Channels Gradient Descent in Super Neural Networks	2017	Chrisantha Fernando Dylan Banarse Charles Blundell Yori Zwólš David Ha Andrei A. Rusu Alexander Pritzel Daan Wierstra	2
+ PDF Chat	StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks	2018	Han Zhang Tao Xu Hongsheng Li Shaoting Zhang Xiaogang Wang Xiaolei Huang Dimitris Metaxas	2
+ PDF Chat	Pros and cons of GAN evaluation measures	2018	Ali Borji	2
+	Spectral Normalization for Generative Adversarial Networks	2018	Takeru Miyato Toshiki Kataoka Masanori Koyama Yuichi Yoshida	2
+ PDF Chat	Certifying and Removing Disparate Impact	2015	Michael Feldman Sorelle A. Friedler John Moeller Carlos Scheidegger Suresh Venkatasubramanian	2
+ PDF Chat	Fairness Beyond Disparate Treatment & Disparate Impact: Learning Classification without Disparate Mistreatment	2017	Muhammad Bilal Zafar Isabel Valera Manuel Gomez-Rodriguez Krishna P. Gummadi	2
+	Equality of Opportunity in Supervised Learning	2016	Moritz Hardt Eric Price Nathan Srebro	2
+ PDF Chat	FairGAN: Fairness-aware Generative Adversarial Networks	2018	Depeng Xu Shuhan Yuan Lu Zhang Xintao Wu	2
+ PDF Chat	Fairness through awareness	2012	Cynthia Dwork Moritz Hardt Toniann Pitassi Omer Reingold Richard S. Zemel	2
+ PDF Chat	Towards the evolution of multi-layered neural networks: a dynamic structured grammatical evolution approach	2017	Filipe Assunção Nuno Lourenço Penousal Machado Bernardete Ribeiro	2
+	Improved Techniques for Training GANs	2016	Tim Salimans Ian Goodfellow Wojciech Zaremba Vicki Cheung Alec Radford Xi Chen	2
+	An Introduction to Statistical Learning: with Applications in R	2021	Gareth James Daniela Witten Trevor Hastie Robert Tibshirani	2
+ PDF Chat	Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science	2016	Randal S. Olson Nathan Bartley Ryan J. Urbanowicz Jason H. Moore	2
+	Large Scale GAN Training for High Fidelity Natural Image Synthesis	2018	Andrew Brock Jeff Donahue Karen Simonyan	2