Recent work has shown that the input-output behavior of some common machine learning classifiers can be captured in symbolic form, allowing one to reason about the behavior of these classifiers using symbolic techniques. This includes explaining decisions, measuring robustness, and proving formal properties of machine learning classifiers by reasoning about the corresponding symbolic classifiers. In this work, we present a theory for unveiling the _reasons_ behind the decisions made by Boolean classifiers and study some of its theoretical and practical implications. (...) At the core of our theory is the notion of a _complete reason,_ which can be viewed as a necessary and sufficient condition for why a decision was made. We show how the complete reason can be used for computing notions such as sufficient reasons (also known as PI-explanations and abductive explanations), how it can be used for determining decision and classifier bias and how it can be used for evaluating counterfactual statements such as “a decision will stick even if...because....” We present a linear-time algorithm for computing the complete reasoning behind a decision, assuming the classifier is represented by a Boolean circuit of appropriate form. We then show how the computed complete reason can be used to answer many queries about a decision in linear or polynomial time. We finally conclude with a case study that illustrates the various notions and techniques we introduced. (shrink)

皮锡瑞, 晚期著名学者, 经学家.其主张解经不应"护党妒真".皮氏为各家公认的晚清经学大师.皮氏为学不主一家, 多持平允之论, 著述宏富.本书收入皮锡瑞代表性经学著作"经学历史", "经学通论", "经学家法讲义"以及其所作序跋19种.

Although Auguste Comte is conventionally acknowledged as one of the founders of sociology and as a key representative of positivism, few new editions of his writings have been published in the English language in this century. He has become virtually dissociated from the history of modern positivism and the most recent debates about it. Gertrud Lenzer maintains that the work of Comte is, for better or for worse, essential to an understanding of the modern period of positivism. This collection provides (...) new access to the work of Comte and gives practitioners of various disciplines the possibility of reassessing concepts that were first introduced in Comte's writings. Today much of the ordinary business of academic disciplines is conducted under the assumption that the realm of science is essentially separate from the realms of politics and science. A close reading of Comte will reveal how deeply such current ideas and theories were originally embedded in a particular political context. One of his central methodological principles was that the theory of society had to be removed from the arena of political practice precisely in order to control that practice by means of these same sciences. It is in Comte's work that the reader will be able to observe how the forces of social and political reaction began to be powerfully organized to combat the critical forces in its own and later eras. Auguste Comte and Positivism will be of importance to the work of philosophers, sociologists, political theorists, and historians. (shrink)

Sartre’s phenomenology of the image in L’Imaginaire includes analytical distinctions between the mind’s comportments towards perceptual objects, images, and signs, which he refers to as different forms of consciousness. Sartre denies any possible convergence between imaging and sign consciousness, arguing that there are essential differences in the way they relate to the notions of resemblance, positionality, and affect. This essay argues against his phenomenological distinctions by stressing the continuity of imaging with sign consciousness: between images and words. In particular, it (...) argues that his understanding of the sign as affectless is questionable and that there is no reason to believe that images and signs cannot elicit similar affects or perform the same functions. Consequently, it is possible to interpret Sartre’s physical images or “analoga” as pictorial signs: his phenomenological descriptions of physical images may indeed be recast in the language of the sign and reformulated as acts of consciousness that involve pictorial signs. (shrink)

Western cultural norms resulting from patriarchal oppression contribute to the development of eating disorders in women. As represented by various philosophers, social factors can contribute to self-discipline of the body, which characterizes most image-based eating disorders. Critics of fundamental texts argue over the best way to engage in feminist discussion concerning these eating disorders, given that anorectics are often excluded from mainstream discourse. This paper proposes that the feminist community must approach conversations about eating disorders in three steps: recognition, sympathy, (...) and acknowledgement. This is the only way that we can move towards addressing the cultural causes of individual pathologies. (shrink)

This essay analyzes key aspects of Heidegger’s critique of the picture (Bild) based on an objection to world-pictures as well as a negative understanding of two other related concepts: Gestell and Vorstellen (representation). The restrictive frames of world-pictures, Heidegger claims, must be opposed by instances of thinking and language use associated with poiesis. For him, the revelation of the world in poiesis results in a subject-less experience of things and words, akin to the experience of art and literature, and presumably (...) outside the representational hold of pictures. I argue against Heidegger’s repudiation of the picture by underscoring the inescapability of Vorstellen. Heidegger’s world may be seen as a world-picture as well as a particular system of representation that we associate with affective uses of language, i.e., a literary system similar to the one discussed by Wolgang Iser. (shrink)

This essay analyzes key aspects of Heidegger’s critique of the picture based on an objection to world-pictures as well as a negative understanding of two other related concepts: Gestell and Vorstellen. The restrictive frames of world-pictures, Heidegger claims, must be opposed by instances of thinking and language use associated with poiesis. For him, the revelation of the world in poiesis results in a subject-less experience of things and words, akin to the experience of art and literature, and presumably outside the (...) representational hold of pictures. I argue against Heidegger’s repudiation of the picture by underscoring the inescapability of Vorstellen. Heidegger’s world may be seen as a world-picture as well as a particular system of representation that we associate with affective uses of language, i.e., a literary system similar to the one discussed by Wolgang Iser. (shrink)

Seemingly a minor part of L’Imaginaire, Sartre’s literary examples therein are of great significance especially in the way they highlight the implicit yet crucial role of linguistic signs and words in his psychology of the image. While commenting on the act of reading a novel, he views literary words practically as images, endowing them with both an affective and representative status and illustrating the word-image through the figure of a drawing or dessin. The novel’s word-images or dessins solve an important (...) problem in his phenomenology: in order to represent, they do not need an original perception as other, more typical images do. While the dessin suggests the opportune possibility of representation without presentation, it also introduces ambiguity in meaning, running counter to Sartre’s demand that linguistic signification be clear and transparent. Sartre attempts to contain such ambiguity by ascribing the image-like, representative use of words to poetry in What’s Literature? but I argue that the dessin indeed allows for a more comprehensive understanding of the linguistic sign and representation that covers both poetry and prose. (shrink)

t. 1. Les religions de l'Inde, et Bulletins des religions de l'Inde (1880-1885) -- t. 2. Bulletins des religions de l'Inde (1889-1902) -- t. 3. Comptes rendus et notices (1872-1886) -- t. 4. Comptes rendus et notices (1887-1898) -- t. 5. Comptes rendus et notices (1899-1911). Bibiliographie. Index général.

" Pour devenir un parfait philosophe, il me manquait surtout une passion, a la fois profonde et pure, qui me fit assez apprecier la partie affective de la nature humaine " note Auguste Comte dans ses " Prieres quotidiennes " redigees peu apres 1845, cette " annee sans pareille " au cours de laquelle il rencontre, frequente et voit disparaitre Clotilde de Vaux a laquelle il voue un amour eperdu. Cette relation aussi profonde et intense que physiquement ephemere ne bouleverse (...) pas seulement la vie privee du fondateur du positivisme. La decouverte du role preponderant de l'affectivite dans les relations humaines et sociales inflechit de maniere definitive la doctrine positiviste dont la nouvelle devise devient L'amour pour principe, l'ordre pour base et le progres pour but. L'edifice theorique qu'est le Systeme de politique positive developpe l'idee d'un " nouveau pouvoir spirituel " qui prendra la forme d'une " religion de l'Humanite " a laquelle l'ordre et le progres doivent etre subordonnes, de meme que l'esprit au cur. Ce numero explore sous differents angles les implications de cet inflechissement majeur a l'uvre dans la philosophie positive, et sa complexe actualite. (shrink)

Selections from the most important and representative writings of the philosopher, economist, social reformer and political activist August Cieszkowski (1814 1894).

The most interesting example of all the physical images that Sartre examines in L’Imaginaire concerns a female performer’s imitation of a male performer. The example is a unique instance in which Sartre deals explicitly with the possibility of ambiguity and hybridity in consciousness. Sartre’s introduction of the sign into the consciousness of imitation ties the perception of Franconay with the imaged Chevalier, but it also leads to the dissemination of the sign across the entire consciousness, a consequence that runs against (...) Sartre’s analytic tendencies. I argue that, despite Sartre’s endeavor to keep the sign separate from perception and the image, the sign is a diffuse property of the entire consciousness of imitation, penetrating and contaminating its every instant. Sartre’s account of Franconay’s imitation contains the germs of the destruction of his clear-cut analytic distinctions, revealing the irreducible hybridity of the sign with both perception and the image. (shrink)

Este artículo ofrece una sistematización del vocabulario estético medieval proponiendo como elemento estructural básico una relación de intersección entre las diversas species qualitatis que Aristóteles establece en la lógica de las categorías. Dos versiones de la belleza se desvelan en esta sistematización, versiones que darán lugar a dos estéticas divergentes, una de carácter intelectualista - impulsada por la pulchritudo - y otra - impulsada por la formositas - que anunciará una estética autónoma; cada una de ellas ha legado una herencia (...) conceptual considerable a la estética contemporánea. (shrink)

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Festschrift for Ē. Ḍī. Pī. Kalansūriya, Sri Lankan philosopher; contributed articles on Buddhist philosophy and Sri Lankan history.

Festschrift for Ē. Ḍī. Pī. Kalansūriya, Sri Lankan philosopher; contributed articles on Buddhist philosophy and Sri Lankan history.

t. 1.- Cours de philosophie positive. v. 1: Les préliminaires généraux et la philosophie mathématique.--v. 2: La philosophie astronomique et la philosophie de la physique. v. 3: La philosophie chimique et la philosophie biologique.

This study uses panel data to investigate the different roles of the Chinese government in influencing companies’ decision making about corporate environmental reporting (CER) via a two-stage process. The results show that the Chinese government appears to mainly influence the decision whether to disclose or not, but has limited influence on how much firms disclose. The results also show that the traditional model of authoritarian capitalism (under which state-owned enterprises [SOEs] are the major governance arrangement) is transforming into a new (...) model. In the new model of authoritarian capitalism, the Chinese government uses newer, more sophisticated tools to manage both state-owned and non–state-owned companies. In addition, these new governance arrangements appear to be more efficient than the traditional model. The findings of this study have implications for both the Chinese government and for Chinese companies, as well as making important contributions to the literature and knowledge of CER in China. (shrink)

Ben shu jie he shi dai fa zhan de yao qiu,Cong pi pan ji cheng you xiu chuan tong wen hua de shi jiao,Dui xian qin ru jia"he"zheng zhi lun li si xiang jin xing le bi jiao quan mian de si kao.

Orthodoxy holds that the difference between weakness of will and compulsion is a matter of the resistibility of an agent's effective motivation, which makes control-based views of agency especially well equipped to distinguish blameworthy weak-willed acts from non-blameworthy compulsive acts. I defend an alternative view that the difference between weakness and compulsion instead lies in the fact that agents would upon reflection give some conative weight to acting on their weak-willed desires for some aim other than to extinguish them, but (...) not to their compulsive desires. This view allows identificationist theorists of moral responsibility to explain why weak-willed actions, but not compulsive actions, are attributable to agents such that they can, in theory, be praised or blamed for them. After motivating and presenting the view in detail, I show how it has unique resources for explaining the ethics of managing one's compulsions. (shrink)