Phase transitions typically occur in combinatorial computational problems and have important consequences, especially with the current spread of statistical relational learning as well as sequence learning methodologies. In Phase Transitions in Machine Learning the authors begin by describing in detail this phenomenon, and the extensive experimental investigation that supports its presence. They then turn their attention to the possible implications and explore appropriate methods for tackling them. Weaving together fundamental aspects of computer science, statistical physics and machine learning, the book provides sufficient mathematics and physics background to make the subject intelligible to researchers in AI and other computer science communities. Open research issues are also discussed, suggesting promising directions for future research.
In this beautifully written biography penned by journalist Antoine Trépanier, the Honourable Michel Bastarache recounts his youth in Acadia and the various professional roles he occupied before becoming the first Acadian to accede to the Supreme Court of Canada. Written as a letter addressed to his two children, who died of an incurable disease, Bastarache recounts his constant fight for equality between francophone and anglophone communities. He reminisces on his commitment among groups protecting francophones outside Québec, then on his careers as teacher, civil servant, lawyer, and judge. He takes the reader backstage to the most important causes he worked on and reveals some of the secrets of the highest court in Canada. He also weighs in on the controversy surrounding the Inquiry Commission on the process for appointing judges of the Court of Québec, as well as his mediator work for reconciliation and compensation of alleged victims of sexual abuse by ex-priests in New Brunswick.
This may be the single most important book you ever buy during your medical training. Rotations come and go, exams come and go, but regardless of specialty, patient-care will be at the heart of your practice. It is no exaggeration to say that motivational interviewing (MI) has transformed the way doctors engage with patients, families, and colleagues alike. MI is among the most powerful tools available to promote behavior change in patients. In an age of chronic diseases (diabetes, hypertension, heart disease, obesity), behavior change is no longer limited to substance use or the field of psychiatry - maladaptive choices and behaviors that negatively impact health outcomes are rampant. There is an explosion of research projects using MI or adaptations of MI in the behavioral health medicine field in the past decade. Hospitalizations can't make people change. How marvelous is it that an evidence-based health behavior change approach (MI) can help people change the outcomes of their illnesses and the course of their lives. This therapeutic approach is not a form of psychotherapy and is not the stuff of cobwebs and old leather couches. MI is readily integrated into regular ward rounds and office visits and provides an effective and efficient approach to patients clinical encounters. Written by experts in the field and medical trainees across medicine, the second edition of the MI guide explores how MI enhances contact with patients from every level of training, following an accessible, succinct approach. This book covers the application of MI method and skills into practice and also includes numerous clinical scenarios, personal reflections and online animated clinical vignettes (video clips) that share the challenges and successes the authors have focused. Furthermore this book is endorsed by the pioneers of MI: William R. Miller & Stephen Rollnick.
From the Introduction: "The texts of Aman used in the preparation of this edition are taken from five editions of Montchrestien's plays, i.e., 1601, 1603, 1604, 1606, 1627. There are, however, in fact only two editions which differ from each other, i.e., the 1601 and 1604 editions. . . . In the arrangement of the present text in this edition of texts of [the editions of 1601 and 1604] are printed on opposite pages.
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