A Wall Street Journal Best Book of 2017 From a highly regarded feminist cultural critic and professor comes a polemic arguing that the stifling sense of sexual danger sweeping American campuses doesn’t empower women, it impedes the fight for gender equality. Feminism is broken, argues Laura Kipnis, if anyone thinks the sexual hysteria overtaking American campuses is a sign of gender progress. A committed feminist, Kipnis was surprised to find herself the object of a protest march by student activists at her university for writing an essay about sexual paranoia on campus. Next she was brought up on Title IX complaints for creating a "hostile environment." Defying confidentiality strictures, she wrote a whistleblowing essay about the ensuing seventy-two-day investigation, which propelled her to the center of national debates over free speech, "safe spaces," and the vast federal overreach of Title IX. In the process she uncovered an astonishing netherworld of accused professors and students, campus witch hunts, rigged investigations, and Title IX officers run amuck. Drawing on interviews and internal documents, Unwanted Advances demonstrates the chilling effect of this new sexual McCarthyism on intellectual freedom. Without minimizing the seriousness of campus assault, Kipnis argues for more honesty about the sexual realities and ambivalences hidden behind the notion of "rape culture." Instead, regulation is replacing education, and women’s hard-won right to be treated as consenting adults is being repealed by well-meaning bureaucrats. Unwanted Advances is a risk-taking, often darkly funny interrogation of feminist paternalism, the covert sexual conservatism of hook-up culture, and the institutionalized backlash of holding men alone responsible for mutually drunken sex. It’s not just compulsively readable, it will change the national conversation.

“Warm, original, funny and heartbreaking, this novel made me drop everything so I could read it in one lovely afternoon. When You Read This is inventive and witty, but more importantly it’s honest and wise. I adored it.” — Jennifer Close, author of Girls in White Dresses and The Hopefuls For fans of Maria Semple and Rainbow Rowell, a comedy-drama for the digital age: an epistolary debut novel about the ties that bind and break our hearts. For four years, Iris Massey worked side by side with PR maven Smith Simonyi, helping clients perfect their brands. But Iris has died, taken by terminal illness at only thirty-three. Adrift without his friend and colleague, Smith is surprised to discover that in her last six months, Iris created a blog filled with sharp and often funny musings on the end of a life not quite fulfilled. She also made one final request: for Smith to get her posts published as a book. With the help of his charmingly eager, if overbearingly forthright, new intern Carl, Smith tackles the task of fulfilling Iris’s last wish. Before he can do so, though, he must get the approval of Iris’ big sister Jade, an haute cuisine chef who’s been knocked sideways by her loss. Each carrying their own baggage, Smith and Jade end up on a collision course with their own unresolved pasts and with each other. Told in a series of e-mails, blog posts, online therapy submissions, text messages, legal correspondence, home-rental bookings, and other snippets of our virtual lives, When You Read This is a deft, captivating romantic comedy—funny, tragic, surprising, and bittersweet—that candidly reveals how we find new beginnings after loss.

Learn to understand and implement the latest machine learning innovations to improve your investment performance Machine learning (ML) is changing virtually every aspect of our lives. Today, ML algorithms accomplish tasks that – until recently – only expert humans could perform. And finance is ripe for disruptive innovations that will transform how the following generations understand money and invest. In the book, readers will learn how to: Structure big data in a way that is amenable to ML algorithms Conduct research with ML algorithms on big data Use supercomputing methods and back test their discoveries while avoiding false positives Advances in Financial Machine Learning addresses real life problems faced by practitioners every day, and explains scientifically sound solutions using math, supported by code and examples. Readers become active users who can test the proposed solutions in their individual setting. Written by a recognized expert and portfolio manager, this book will equip investment professionals with the groundbreaking tools needed to succeed in modern finance.

Rules for Raising Little Girls "As the father of a daughter, I wish I'd read this very funny book sooner, if only to know that it's OK for a grown man to wear a tutu." - Dave Barry "Required reading for any parent who doesn't know pants from leggings." - Dan Zevin, author of Dan Gets a Minivan: Life at the Intersection of Dude and Dad It's easy to imagine how you'd raise a boy--all the golf outings, lawnmower lessons, and Little League championships you'd attend--but playing dad to a little princess may take some education. In Oh Boy, You're Having a Girl, Brian, a father of three girls, shares his tactics for surviving this new and glittery world. From baby dolls and bedtime rituals to potty training and dance recitals, he leads you through all the trials and tribulations you'll face as you're raising your daughter. He'll also show you how to navigate your way through tough situations, like making sure that she doesn't start dating until she's fifty. Complete with commandments for restroom trips and properly participating in a tea party, Oh Boy, You're Having a Girl will brace you for all those hours playing house--and psych you up for the awesomeness of raising a daughter who has you lovingly wrapped around her little finger. "Somehow, Brian Klems has taken one of the most traumatic situations known to a father--having a daughter--and made it into something so completely hilarious you'll laugh until you've got oxygen deprivation!" - W. Bruce Cameron, author of 8 Simple Rules for Dating My Teenage Daughter

Edgar Award finalist, Best Fact Crime American Masters (PBS), “1 of 5 Essential Culture Reads” One of CrimeReads’ “Best True Crime Books of the Year” “A fast–paced, meticulously researched, thoroughly engaging (and often infuriating) look–see into the systematic criminalization of gay men and widespread condemnation of homosexuality post–World War I.” —Alexis Burling, San Francisco Chronicle Stories of murder have never been just about killers and victims. Instead, crime stories take the shape of their times and reflect cultural notions and prejudices. In this Edgar Award–finalist for Best Fact Crime, James Polchin recovers and recounts queer stories from the crime pages―often lurid and euphemistic―that reveal the hidden history of violence against gay men. But what was left unsaid in these crime pages provides insight into the figure of the queer man as both criminal and victim, offering readers tales of vice and violence that aligned gender and sexual deviance with tragic, gruesome endings. Victims were often reported as having made “indecent advances,” forcing the accused's hands in self–defense and reducing murder charges to manslaughter. As noted by Caleb Cain in The New Yorker review of Indecent Advances, “it’s impossible to understand gay life in twentieth–century America without reckoning with the dark stories. Gay men were unable to shake free of them until they figured out how to tell the stories themselves, in a new way.” Indecent Advances is the first book to fully investigate these stories of how queer men navigated a society that criminalized them and displayed little compassion for the violence they endured. Polchin shows, with masterful insight, how this discrimination was ultimately transformed by activists to help shape the burgeoning gay rights movement in the years leading up to Stonewall.

This open access book presents a comprehensive and up-to-date collection of knowledge on the state of crowdfunding research and practice. It considers crowdfunding models and their different manifestations across a variety of geographies and sectors, and explores the perspectives of fundraisers, backers, platforms, and regulators. Gathering insights from a wide range of influential researchers in the field, the book balances concepts, theory, and case studies. Going beyond previous research on crowdfunding, the contributors also investigate issues of community, sustainability, education, and ethics. A vital resource for anyone researching crowdfunding, this book offers readers a deep understanding of the characteristics, business models, user-relations, and behavioural patterns of crowdfunding.

Digital scholarly editing has a long-standing tradition in the humanities. It is of crucial importance within disciplines such as literary studies, philology, history, philosophy, library and information science, and bibliography. This volume shows how digital scholarly editing is still developing and constantly redefining itself.