This book bridges theoretical computer science and machine learning by exploring what the two sides can teach each other.
It emphasizes the need for flexible, tractable models that better capture not what makes machine learning hard, but what makes it easy.
Theoretical computer scientists will be introduced to important models in machine learning and to the main questions within the field.
Machine learning researchers will be introduced to cutting-edge research in an accessible format, and gain familiarity with a modern, algorithmic toolkit, including the method of moments, tensor decompositions and convex programming relaxations.
The treatment beyond worst-case analysis is to build a rigorous understanding about the approaches used in practice and to facilitate the discovery of exciting, new ways to solve important long-standing problems.
Kate Hewitt
the italian's ruthless vow: he will claim his one-night baby!
Elin Diamond
This book is a provocative new study of global feminist activism that opposes neoliberal regimes across several sites including asia, australia, canada, europe, latin america and the united states.
Matteo Cosci
Syllogism is a form of logical argument allowing one to deduce a consistent conclusion based on a pair of premises having a common term.
Sue Sentance
Drawing together the most up-to-date research from experts all across the world, computer science education provides full, current coverage of a teaching subject that's still developing.
Karen Witemeyer
Bruce Dickinson
'i was spotty, wore an anorak, had biro-engraved flared blue jeans with "purple" and "sabbath" written on the thighs, and rode an ear-splittingly uncool moped.
TACHIA Chin
The future of chinese manufacturing: employment and labour challenges gives context and analysis on employment and labor issues in contemporary china, specifically relating to manufacturing industries.
F Nagata
Advanced manufacturing systems are vital to the manufacturing industry.
Da-Wen Sun
Modern techniques for food authentication, second edition presents a comprehensive review of the novel techniques available to authenticate food products, including various spectroscopic technologies, methods based on isotopic analysis and chromato.
L. L. Foreman
They were just a footnote to a history written in blood - one wagon train of restless, rootless men and women moving through a death-infested wasteland to a life they hoped might be a little better than the one they'd left..
Sherrilyn Kenyon
Death doesn't bargain is the second historical fantasy title in new york times bestselling author sherrilyn kenyon's deadman's cross series.
Helena Hunting
Treat yourself to an 'outrageously sexy' (entertainment weekly), 'fabulously fun' (jill shalvis) second-chance romance from the new york times bestselling queen of hockey romance!
Kim Boykin
"whereas other christianity-meets-buddhism books stress ideology and the intellect, this one emphasizes daily acts of practice.
Florian Zeller
In florian zeller's the lie, a companion piece to his earlier play the truth, michel and laurence are coming for dinner.
Brian D Anderson
Thousands of years after the war of the ancients, a single bastion of human life survives - the vale.
Rachel Clarke
*new & updated for 2018* from manuscript to marketing, everything you need to know to successfully self-publish in one user-friendly volume.
Doug Baird
In rural america the biggest threat to the health and well-being of the community is the same activity that once strengthened and nurtured it - farming.
Theodore Kaczynski
Industrial society and its future : paperback : pub house books : 9780994790149 : 0994790147 : 07 jan 2018 : full text of the unabomber's manifesto as published sept.
Amanda Rieger Green
The overall idea of using numerology in your home is simple: change your numbers, change your life.
Margaret J. Meeker
Sun-field Seed Service
Duan yun bo
He Ru
Dali Ma
A. J. Dalton
Synopsis: jillan leaves the town of godsend and his friends in order to fulfill an oath made to the god of mayhem.
James W. Robinson Nurseries
John O'Reilly
Over the course of ten years, legendary young-band composers john o'reilly and mark williams composed and arranged over 100 creative works that correlate with specific pages in their highly successful band method, accent on achievement.
John O'Reilly
Over the course of ten years, legendary young-band composers john o'reilly and mark williams composed and arranged over 100 creative works that correlate with specific pages in their highly successful band method, accent on achievement.
John O'Reilly
Over the course of ten years, legendary young-band composers john o'reilly and mark williams composed and arranged over 100 creative works that correlate with specific pages in their highly successful band method, accent on achievement.
Jerome B. Rice & Co
Yang hong jin
Ming A
Hermitage Gardens (Rockville, Md.)
Debbie Macomber
Bestselling author collection reader-favorite romances in collectible volumes from our bestselling authors.
Cao hong zhen
Margaret Briggs
This title offers everything you need to know about honey, how it is made and the history of its uses, plus a section dedicated to culinary recipes, health and beauty.
Sun jing feng
Ben Horowitz
Ben horowitz, a leading venture capitalist, modern management expert, and new york times bestselling author, combines lessons both from history and from modern organizational practice with practical and often surprising advice to help exe.
Xing fu yi
song hua Xiao
Demosthenes
Devilal Samar
Theodore Frederick Harold Reimchen
Hôtel Drouot.
Max Tegmark
How will artificial intelligence affect crime, war, justice, jobs, society and our very sense of being human?
Niepanhui
I͡Umzhagiĭn T͡Sedenbal
Tess Fries
This charming and colorful three-dimensional padded cloth toy is shaped like noah's ark and filled with little stuffed-fabric animals.