Research on AI, evolutionary computation, machine learning, data mining and neuroinformatics. Currently Tenure Researcher in UPV/EHU. San Sebastian. Spain.
Joined December 2011
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Very informative presentation on current challenges for #hydrogen #energy #economy by Prof. Rasul at i-COSTE conference in @MurdochUni. While current focus is on technological challenges in infrastructure, computational and mathematical modeling questions deserve attention. – at Murdoch, Perth (WA)
Roberto Santana retweeted
“Estamos supermaltratados, pero esto es un nivel superior”, dice un catedrático que pidió una de las ayudas para investigación en IA que se convocaron en julio del año pasado. “Cuando un Gobierno decide promocionar algo y luego no lo hace, nos fastidia” elpais.com/tecnologia/2024-1…
Roberto Santana retweeted
Come an join our team at BCBL in Spain! A few days to apply for an exciting PhD position to investigate perceptual awareness using psychophysics, fMRI and decoded neurofeedback. Apply here:bcbl.eu/en/join-us/job-offer… Deadline: December 1, 2024 Pls retweet!
Conference ADMA-2024. Presenting our poster summarizing some results of the IA-TERM project on the application of AI techniques to thermal installations in buildings. @isg_ehu @txiomatika – at Macquarie Park, Sydney
Our paper analyzing the vulnerability of explainable machine learning models to adversarial attacks is now online: wires.onlinelibrary.wiley.co…
Our paper on the study of the generalization of physics-informed neural networks is out (link.springer.com/article/10…). We found that overfitting and performing highly accurate training proved to be beneficial concepts for #PINNs in terms of their generalization capabilities.
Estimation of Distribution Algorithms are 30 years old now, and a @PPSN2024 workshop celebrates the occasion. Great, comprehensive talk by Pedro Larrañaga and interesting presentations.
Roberto Santana retweeted
new preprint "Domain Adaptation-Enhanced Searchlight: Enabling brain decoding from visual perception to mental imagery" with @ai_research
@nadine_dijkstra
@meganakpeters
Roberto Santana retweeted
📚The "Handbook of Evolutionary Machine Learning" is out now! Spanning 750+ pages and 26 chapters, it explores fundamental concepts, advanced topics, and real-world applications.
🔗 Explore the handbook: link.springer.com/book/10.10…
Roberto Santana retweeted
0/. Brain is not ViT. we scored 70.8 in the Algonauts 2023 visual brain competition, w/o ensemble we can do 66.8 score. other teams (including me in the past) are struggling with 60.
“memory” is the secret.
paper: arxiv.org/abs/2308.01175
code&webpage: huzeyann.github.io/mem
Smooth #GECCO2023 presentations of two works on permutation-based optimization problems by members of @isg_ehu of @txiomatika
It looks like evolutionary algorithms will also get entangled with the unfulfilled promises of quantum computing, so while waiting for supremacy let's learn more about QC in the #GECCO2023 workshop.
An interesting variety of goals and perspectives in the papers of the #GECCO2023 workshop on Enhancing Generative Machine Learning with Evolutionary Computation.
gecco-2023.sigevo.org/dl1237
Roberto Santana retweeted
Great turnout and 9 fantastic speakers at the Workshop on Landscape-Aware Heuristic Search @GeccoConf on this first morning of #GECCO2023
Insightful comments and high-quality submission in the Competition on Reproducibility and Loss Landscape Mapping in Feed-forward Neural Networks organized as part of #ijcnn23.
Opening of #ijcnn23 conference on Neural Networks with
excellent talk by Prof. Xin Yao on #multiobjective ensemble learning.
Roberto Santana retweeted
I'm excited to be organising a competition on "Reproducibility and Loss Landscape Mapping in Feed-forward Neural Networks" at IJCNN2023! Please circulate to anyone you think might be interested. Participation in person or online is possible. marcusgal.github.io/reproduc…
Roberto Santana retweeted
10 days left to apply for a PhD scholarship to work with
@ai_research and me @bcbl_ to develop representational learning models with applications in human cognitive neuroscience.
Call: bit.ly/3kTDpZx
Please RT
Roberto Santana retweeted
Professor Susan Stepney has been awarded the 2023 Julian Francis Miller prize for her outstanding contributions to the algorithmic exploration and embodiment of evolution, development, and learning.
species-society.org/jfm23-su…
Roberto Santana retweeted
Rat-to-Rat brain communication from @MiguelNicolelis & team
nature.com/articles/srep0131…
