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"This authoritative book draws on the latest research to explore the interplay of high-dimensional statistics with optimization. Through an accessible analysis of fundamental problems of hypothesis testing and signal recovery, Anatoli Juditsky and Arkadi Nemirovski show how convex optimization theory can be used to devise and analyze near-optimal statistical inferences. Statistical Inference via Convex Optimization is an essential resource for optimization specialists who are new to statistics and its applications, and for data scientists who want to improve their optimization methods. Juditsky and Nemirovski provide the first systematic treatment of the statistical techniques that have arisen from advances in the theory of optimization. They focus on four well-known statistical problems-sparse recovery, hypothesis testing, and recovery from indirect observations of both signals and functions of signals-demonstrating how they can be solved more efficiently as convex optimization problems. The emphasis throughout is on achieving the best possible statistical performance. The construction of inference routines and the quantification of their statistical performance are given by efficient computation rather than by analytical derivation typical of more conventional statistical approaches. In addition to being computation-friendly, the methods described in this book enable practitioners to handle numerous situations too difficult for closed analytical form analysis, such as composite hypothesis testing and signal recovery in inverse problems. Statistical Inference via Convex Optimization features exercises with solutions along with extensive appendixes, making it ideal for use as a graduate text"--

Mathematical statistics. --- Mathematics --- Statistical inference --- Statistics, Mathematical --- Statistics --- Probabilities --- Sampling (Statistics) --- Statistical methods --- All of Nonparametric Statistics. --- Asymptotic Methods in Statistical Decision Theory. --- Dantzig selector. --- Gaussian observations. --- Has'minskii. --- Hellinger distance. --- Ibragimov. --- Introduction to Nonparametric Estimation. --- Lagrange duality. --- Le Cam. --- N-convex function. --- Statistical Estimation. --- Tsybakov. --- Wasserman. --- bisection algorithm. --- conic programming. --- convex sets. --- duality. --- ell-1-norm minimization. --- estimating functions. --- lasso selector. --- minimization. --- saddle points. --- signal plus noise. --- signal-to-noise. --- unobserved signal. --- variable selection.

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Sculpture --- Drawing --- sculpture [visual works] --- drawing [image-making] --- private collections [object groupings] --- Scharf, Kenny --- Broodthaers, Marcel --- Visser, Carel --- Immendorff, Jörg --- Andre, Carl --- LeWitt, Sol --- Baselitz, Georg --- Crash --- Penck, A.R. --- Kever, Gerhard --- Buren, Daniel --- Armando --- Warhol, Andy --- Lohaus, Bernd --- Ramm:ell:zee --- Cutrone, Ronnie --- Daze --- Haring, Keith --- Polke, Sigmar --- Weiner, Lawrence --- Koningsbruggen, van, Rob --- Beuys, Joseph --- Quik --- Long, Richard --- Zephyr --- Kel --- Cordero, William --- Brouwn, Stanley --- Kiefer, Anselm --- Basquiat, Jean-Michel --- Struycken, Peter --- Holzer, Jenny --- Judd, Donald --- Kelly, Ellsworth --- Lüpertz, Markus --- Nauman, Bruce --- Brus, Günther --- Dahn, Walter --- Darboven, Hanne --- Dokoupil, Jirí Georg --- Höckelmann, Antonius --- Kunc, Milan --- Maria, de, Walter --- Nordman, Maria --- Golden, van, Daan --- Winters, Robin --- Panamarenko

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The first large-scale American museum exhibition to survey the colorful history of graffiti and street art movements internationally. Graffiti has been a form of public communication and identification since ancient times. In its contemporary manifestation, it has redefined the urban landscape and influenced generations of artists. This landmark exhibition traces the birth and dissemination of styles through "writers" and street artists around the world—including Jean-Michel Basquiat, Blu, Martha Cooper, Shepard Fairey, Stelios Faitakis, Futura, Phil Frost, Os Gemeos, Keith Haring, Todd James (REAS), Margaret Kilgallen, Lady Pink, Barry McGee (Twist), Steve Powers (ESPO), Lee Quinones, Retna, Kenny Scharf, Swoon, and Ed Templeton, among many others—focusing on New York, Los Angeles, and San Francisco, as well as international locations. Highlighting the connection between graffiti and street art and other vibrant subcultures, such as those that developed around Hip Hop in the Bronx and skateboarding in Southern California, Art in the Streets explores parallel movements in dance and music. A selection of new works created for the show is presented alongside the historical survey of approximately 30 of the most important artists seminal to the genre. The exhibition is curated by MoCA Director Jeffrey Deitch, working with a curatorial advisory committee that includes Charlie Ahearn, Roger Gastman, Carlo McCormick, and Aaron Rose.

Art --- art [fine art] --- street art --- public art --- Contemporary [style of art] --- graffiti --- hedendaagse kunst --- Scharf, Kenny --- Crash --- Banksy --- JR --- Ramm:ell:zee --- ROA --- Saraiva, André --- Blu --- Bojórquez, Chaz --- Cesaretti, Gusmano --- Chalfant, Henry --- Cooper, Martha --- Cost --- Costello, Craig --- Daniel, Bill --- Dunn, Cheryl --- Fab 5 Freddy --- Fairey, Shepard --- Faitakis, Stelios --- Futura 2000 --- Gonzalez, Mark --- Grody, Steve --- Hambleton, Richard --- Haring, Keith --- Holland, Hugh --- Invader --- James, Todd --- Jonze, Spike --- KAWS --- Kilgallen, Margaret --- Lady Pink --- LOOMIT --- McGee, Barry --- McLaren, Malcolm --- Miss Van --- Mister Cartoon --- Mode 2 --- Naar, Jon --- Neck Face --- Oriol, Estevan --- Os Gemeos --- Powers, Stephen --- Prigoff, James --- Quinones, Lee --- Reid, Jamie --- Retna --- Revok --- REVS --- RISK --- Saber --- SAMO --- Snow, Dash --- Steyck III, Craig R. --- Swoon --- Teen Witch --- Templeton, Ed --- Tseng Kwong Chi --- Wong, Martin --- Basquiat, Jean-Michel --- Matta-Clark, Gordon --- 738.9 --- schilder- en tekenkunst, overige genres en motieven -trompe l'oeil, graffiti --- art [discipline] --- graffiti [casual notations]