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)

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)

We revisit the question of price elasticity of employer-sponsored insurance (ESI) take-up by directly examining changes in the take-up of ESI at a large firm in response to exogenous changes in employee premium contributions. We find that, on average, a 10% increase in the employee's out-of-pocket premium increases the probability of dropping coverage by approximately 1%. More importantly, we find heterogeneous impacts: married workers are much more price-sensitive than single employees, and lower-paid workers are disproportionately more likely to drop coverage (...) than higher-paid workers. Elasticity estimates for employees below the 25th percentile of salary distribution in our sample are nearly twice the average. (shrink)

Despite scholars’ early emphasis on the role people play in fostering firms’ absorptive capacity, research has not deeply explored the individual-level antecedents of this important capability. We draw on adaptive-innovative theory to explain how top decision makers’ cognitive styles can influence the degree to which their firms develop AC. Top decision makers who have high adaptive cognitive style prefer to adhere to existing norms, follow established procedures, and rely on current knowledge, and we argue that these attributes will strengthen those (...) dimensions of AC based on firms’ existing knowledge and knowledge-assimilation abilities. Top decision makers who have high innovative cognitive style are more likely to reframe information, experiment with new problem-solving approaches, and take risks by violating norms, and we argue that these attributes may strengthen those dimensions of AC based on firms’ acquisition of new knowledge and the assimilation of knowledge throughout the firm. We also argue that gender differences may moderate these effects. Empirical results support our hypotheses. (shrink)

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)

In this chapter I argue that choosing to live forever comes with the threat of an especially pernicious kind of boredom. However, it may be theoretically possible to circumvent it by finding ways to pursue an infinite number of projects consistent with one’s personality, taking on endlessly pursuable endlessly interesting projects, or by rekindling old projects once you’ve forgotten about them. However, each of these possibilities is contingent upon having certain traits that you are likely not currently in a good (...) position to assess. I therefore argue that no one is in a good position to be confident about her prospects for living forever. (shrink)

It is widely accepted that overcoming the social-ecological crises we face requires major changes to the food system. However, opinions diverge on the question whether those ‘great efforts’ towards sustainability require systemic changes or merely systematic ones. Drawing upon Brand and Wissen’s concept of “imperial modes of living”, we ask whether the lively debates about sustainability and ‘ethical’ consumption among producers and consumers in Germany are far reaching enough to sufficiently reduce the imperial weight on the environment and other human (...) and nonhuman animals. By combining discourse analysis of agri-food businesses’ sustainability reports with narrative consumer interviews, we examine understandings of sustainability in discourses concerning responsible food provision and shed light on how those discourses are inscribed in consumers’ everyday food practices. We adopt Ehgartner’s discursive frames of ‘consumer sovereignty’, ‘economic rationality’, and ‘stewardship’ to illustrate our findings, and add a fourth one of ‘legitimacy’. Constituting the conditions under which food-related themes become sustainability issues, these frames help businesses to individualise the responsibility to enact changes, tie efforts towards sustainability to financial profits, subject people and nature to the combination of care and control, and convey legitimacy through scientific authority. We discuss how these frames, mirrored in some consumer narratives, work to sideline deeper engagement with ecological sustainability and social justice, and how they brush aside the desires of some ostensibly ‘sovereign’ consumers to overcome imperial modes of food provision through much more far reaching, systemic changes. Finally, we reflect on possible paths towards a de-imperialised food system. (shrink)

This article investigates the causal efficacy of social properties, which faces the following puzzle. First, for both intuitive and scientific reasons, it seems social properties have causal import. But, second, social properties are also characteristically extrinsic: to have some social property depends, in typical cases, on what one’s society is like around them. And, third, there is good reason to doubt that extrinsic properties make a genuine causal contribution. After elaborating on these three claims, I defend the following resolution to (...) the puzzle: social causation occurs at the level at which social properties are intrinsic. (shrink)

This paper advances a new agentially undemanding account of the conditions of attributability, the Minimal Approval account, and argues that it has a number of advantages over traditional Deep Self theories, including the way in which it handles agents with conditions like addiction, Tourette syndrome, and misophonia. It is argued that in order for an agent to be attributionally responsible, the mental process that leads to her action must dispose her to be such that she would, upon reflec-tion, approve to (...) some minimal degree of being moved to action by the motive on which she in fact acts. (shrink)

Much of the literature on impairment to self-governance focuses on cases in which a person either lacks the ability to protect herself from errant urges or cases in which a person lacks the capacity to initiate self-reflective agential processes. This has led to frameworks for thinking about self-governance designed with only the possibility of these sorts of impairments in mind. I challenge this orthodoxy using the case of melancholic depression to show that there is a third way that self-governance can (...) be undermined: an agent may fail to form the desire she most wants to act on. (shrink)

How do groups of people persist through time? Groups can change their members, locations, and structure. In this paper, I present puzzles of persistence applied to social groups. I first argue that four-dimensional theories better explain the context sensitivity of how groups persist. I then exploit two unique features of the social to argue for the stage theory of group persistence in particular. First, fusion and fission cases actually happen to social groups, and so cannot be marginalized as “pathological.” Second, (...) it is implausible that groups spatially coincide pre-fission. This means that theories that depend on pre-fission spatial coincidence, such as some endurance theories and the worm theory, cannot explain fission cases. All things considered, the stage theory offers the best explanation of how groups persist. (shrink)

Tome I : 2. L'introduction fondamentale -- tome II. [No special title].

Increasingly, scholarly journals have begun retracting published articles for reasons other than those described by advisory organizations such as the Committee on Publication Ethics (COPE). Numerous research articles have been retracted of late due to political concerns. Additionally, some articles have been retracted for behavioral misconduct, which was also the subject of a recent COPE discussion forum. ‘Behavioral misconduct’ denotes harmful or immoral behavior of one or more authors that is unrelated to the article’s findings or content. We investigated whether (...) federally funded research scientists considered behavioral misconduct a valid reason for retracting published findings and whether the type of behavioral misconduct involved, the level of the expected scientific impact of the article in question, or the kind of editorial action taken affected their support of retraction. Of the 464 participants who took our survey, we found that researchers largely oppose retraction of a published article or removing an author when scientists commit behavioral misconduct, regardless of the type of misconduct involved. However, there was greater support for retraction when the misconduct was financial as compared to racial or sexual misconduct. Not surprisingly, researchers were more likely to use the published information in question in their own work when its impact was high. Future studies should investigate the extent to which these findings are moderated by researchers’ editorial experience and other demographic factors. (shrink)

In Almost Over: Aging, Dying, Dead, Frances Kamm seeks to make sense of people’s widely variant choices about which lives they would choose to continue living. She does this by defending the Prudential Prerogative, which, in analogy to the Moral Prerogative, holds that in a fairly wide range of conditions we are under no intrapersonal rational obligation to choose either to die or to live on. I argue against Kamm's case for the Prudential Prerogative in favor of Life Holism, the (...) view that you ought to live the life that would be best for you as an individual when each potential life is considered as a whole. I argue that the features of the Moral Prerogative that make it an attractive principle do not transfer to the Prudential Prerogative, and that Life Holism can better account for the perspectival and non-summative features of the normative phenomena Kamm wants to capture while retaining a tight connection between reasons and goodness. (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.

This is a reproduction of a book published before 1923. This book may have occasional imperfections such as missing or blurred pages, poor pictures, errant marks, etc. that were either part of the original artifact, or were introduced by the scanning process. We believe this work is culturally important, and despite the imperfections, have elected to bring it back into print as part of our continuing commitment to the preservation of printed works worldwide. We appreciate your understanding of the imperfections (...) in the preservation process, and hope you enjoy this valuable book. (shrink)