A partir de la reivindicación de Adorno del poder crítico del arte, este trabajo confronta la posición de este pensador con las de Kant y Hegel a propósito de la cuestión de la autonomía del ámbito estético. Explica por qué Adorno considera que ni Kant, quien afirma esa autonomía, ni Hegel, quien, por el contrario, asume su heteronomía, logran reconocer (el poder de) la obra de arte y de la experiencia estética. Muestra luego que Adorno tomó conciencia de que ello (...) proviene del compromiso de ambos autores con la pretensión de plena autonomía del sujeto moderno, y explica finalmente que Adorno sí reconoce la función crítica del arte y del pensamiento que le corresponde gracias a que rechaza tal pretenciosa subjetividad. Taking Adorno's vindication of the critical power of art as a starting point and focussing on the question of the autonomy of the aesthetic field, this paper confronts Adorno's position with those of Kant and Hegel. I explain why Adorno considers that neither Kant-affirming its autonomy- nor Hegel -assuming its heteronomy- succeeded in recognising (the power of) the work of art and the aesthetic experience. I show that Adorno saw that this was due to their common commitment to the modern subject's claim to full autonomy, and finally argue that Adorno, on the contrary, can do that because he abandons such a pretentious subjectivity. (shrink)

... all probability, Plato's own statement; made indeed to be read by friends in Syracuse in explanation of the role he had played ...

In my target article, I argued (1) that the relationship between neocortical size and group size in primates implies that there is a cognitive limit on the size of human groups, and (2) that time constraints forced the evolution of language as a more efficient means of bonding the large groups that humans evolved. The doubts about these claims raised by these additional commentaries largely reflect misinterpretation of my original claims.

Feature selection is a widely studied technique whose goal is to reduce the dimensionality of the problem by removing irrelevant features. It has multiple benefits, such as improved efficacy, efficiency and interpretability of almost any type of machine learning model. Feature selection techniques may be divided into three main categories, depending on the process used to remove the features known as Filter, Wrapper and Embedded. Embedded methods are usually the preferred feature selection method that efficiently obtains a selection of the (...) most relevant features of the model. However, not all models support an embedded feature selection that forces the use of a different method, reducing the efficiency and reliability of the selection. Neural networks are an example of a model that does not support embedded feature selection. As neural networks have shown to provide remarkable results in multiple scenarios such as classification and regression, sometimes in an ensemble with a model that includes an embedded feature selection, we attempt to embed a feature selection process with a general-purpose methodology. In this work, we propose a novel general-purpose layer for neural networks that removes the influence of irrelevant features. The Feature-Aware Drop Layer is included at the top of the neural network and trained during the backpropagation process without any additional parameters. Our methodology is tested with 17 datasets for classification and regression tasks, including data from different fields such as Health, Economic and Environment, among others. The results show remarkable improvements compared to three different feature selection approaches, with reliable, efficient and effective results. (shrink)

Decentralized clinical trials (DCTs) have the potential to advance the conduct of clinical trials, but raise several ethical issues, including obtaining valid informed consent. The debate on the ethical issues resulting from digitalization is predominantly focused on direct risks relating to for example data protection, safety, and data quality. We submit however, that a broader view on ethical aspects of DCTs is needed to touch upon the new challenges that come with the DCT practice. Digitalization has impacts that go beyond (...) its direct purposes, by shaping behaviors, experiences, social relations, and values. We examine four elements of the informed consent procedure that are affected by DCTs, while taking these soft impacts of technologies into account: (i) informing participants and testing understanding, (ii) freedoms in relation to responsibilities and burdens, (iii) trust in participant-researcher relations, and (iv) impacts on the concept of privacy. Our analysis reveals that a broad view is key for optimal conduct of DCTs. In addition, it provides insight into the ethical impacts of DCTs on informed consent. Technologies such as DCTs potentially have profound impacts which are not immediately addressed by the existing regulatory frameworks, but nonetheless important to recognize. These findings can guide future practices of DCTs to foster the important values of clinical research in this novel approach for conducting clinical trials. (shrink)

In Plato’s Theaetetus , Socrates is portrayed as a midwife to the intellect, a metaphor for his task as a dialectician as he seeks to help give birth to wisdom. Thus it is that the author refers to Plato as the midwife’s apprentice. This volume represents an attempt to provide a more manageable account of the author’s two volume magnum opus, An Examination of Plato’s Doctrines . An accessible and lucid introduction to Plato’s ideas is provided which nonetheless challenges traditional (...) interpretations. In particular the author is concerned to offer an interpretation of the significance of what Plato said. The chapters are arranged by topic, for ease of comprehension. (shrink)

In Plato’s _Theaetetus_, Socrates is portrayed as a midwife to the intellect, a metaphor for his task as a dialectician as he seeks to help give birth to wisdom. Thus it is that the author refers to Plato as the midwife’s apprentice. This volume represents an attempt to provide a more manageable account of the author’s two volume magnum opus, _An Examination of Plato’s Doctrines_. An accessible and lucid introduction to Plato’s ideas is provided which nonetheless challenges traditional interpretations. In (...) particular the author is concerned to offer an interpretation of the significance of what Plato said. The chapters are arranged by topic, for ease of comprehension. (shrink)