Written by leading researchers, this complete introduction brings together all the theory and tools needed for building robust machine learning in adversarial environments. Discover how machine learning systems can adapt when an adversary actively poisons data to manipulate statistical inference, learn the latest practical techniques for investigating system security and performing robust data analysis, and gain insight into new approaches for designing effective countermeasures against th...

This edited book is written for students, postdocs and established investigators who want to enter the field of single-particle cryo-EM. This is a recently developed method to determine high-resolution structures of biological macromolecules. A major strength is the fact that cryo-EM does not require prior crystallization of protein complexes. Furthermore, it is especially well suited for larger complexes and molecular machines, although it can also be used for macromolecules as small as 4...

These nine brilliantly inventive stories capture the eccentricities of the residents of Manhattan’s West 89th Street. Five stories are set in one apartment building, where young Davie Birnbaum watches his neighbors’ lives unfold. The title story reworks F. Scott Fitzgerald’s “The Curious Case of Benjamin Button,” with the hero fading away toward infancy on the third floor. In apartment 7E, a lawyer named Zauberman reenacts the life of Hawthorne’s Wakefield, abandoning his family so that he...