Check order status
LIBRISTO
LIBROAMANTO
mandatory
Forgotten password
Become part of a community of book lovers from all over the world and get access to a whole bunch of benefits. Create an account for free
0
Austrian Post 5.49 € DPD courier 3.99 € DPD point 2.99 €
phone Contact phoneHow to shop

LEARNING THEORY FROM 1ST PRINCIPLES

Language EnglishEnglish
Book Hardback
Book LEARNING THEORY FROM 1ST PRINCIPLES BACH FRANCIS
Libristo code: 45775746
Publishers MIT, December 2024
A comprehensive and cutting-edge introduction to the foundations and modern applications of learning... Full description
? points 229 b
93.49 € VAT included
Low in stock at our supplier Shipping in 11-15 days
Austria Delivery to Austria

Up to 30 days for returns

Customers also purchased

Восемь гор Паоло Коньетти / Book Hardback
common.buy 20.09 €
TIPOS PENALES CONTRA LA EFICIENCIA DE LA ADMINISTRACION PUBLICA GIANNI EGIDIO PIVA TORRES / Book Paperback
common.buy 88.99 €
Adaptogeny Melissa Petitto / Book Hardback
common.buy 14.19 €
Mémoire historique sur le dôme du Panthéon français: Divisé en quatre parties ... Jean Baptiste 1734-1829 Rondelet / Book Paperback
common.buy 19.99 €
resa di Roma. 9 giugno 53 a.C., battaglia a Carre Giusto Traina / Book Paperback
common.buy 23.49 €
Top
Preparación al DELE C1. Libro del alumno. Nueva edición Leonor Quintana / Book Paperback
common.buy 23.89 €
Der Sturm: Vernichtet Karen Sander / Book Paperback
common.buy 14.00 €
Maniak. Powieść Benjamín Labatut / Book Paperback
common.buy 12.39 €
Biologia wokół nas t. 2 Hillis David M. / Book Paperback
common.buy 33.39 €
Top
Kaliban i czarownica. Kobiety, ciało i akumulacja pierwotna Silvia Federici / Book Paperback
common.buy 15.69 €
Anatomia ruchu. Podręcznik ćwiczeń Ken Ashwell Book Paperback
common.buy 19.99 €
Historias españa: de que hablamos cuando hablamos cine Zunzunegui / Book Hardback
common.buy 35.49 €
Bonako Jiří Slavíček / Book Paperback
common.buy 9.69 €
Frauen-Heil-Kunde Margit Dahlke / Book Paperback
common.buy 14.00 €
Top
Szczytowe Stany Swiadomosci, Tom I James Hardt / Book Paperback
common.buy 32.59 €
Theatre Complet d'Emile Augier, Tome 7. Jean de Thommeray Augier-E / Book Paperback
common.buy 31.29 €
Chirurgia i onkologia glowy i szyi Tom 2 Jatin Shah / Book Hardback
common.buy 68.19 €
Le Roman Des Lettres: Dedie A Son Altesse Royale Mademoiselle Aubignac-F / Book Paperback
common.buy 38.39 €
Etude Sur Le Mouvement Electoral de 1869 A Marseille. Election Gambetta GAIDAN-E / Book Paperback
common.buy 15.09 €
Prepara y practica el DELE A2/B1 escolar eleDele / Book Paperback
common.buy 21.19 €
Jenergetika avtokolebatel'noj sistemy Zemli Valerij Ust'yancev / Book Paperback
common.buy 69.09 €
Prozeßoptimierung des Hochgeschwindigkeitsflammspritzens für die Herstellung lasttragender Strukturen der Legierungen 316L und Inconel 718 Heinz François Voggenreiter / Book Paperback
common.buy 59.99 €
Krieg in Comic, Graphic Novel und Literatur Claudia Junk / Book Paperback
common.buy 62.59 €
Traite Theorique Et Pratique Du Contrat d'Assurance Sur La Vie. Tome 2 LEFORT-J / Book Paperback
common.buy 30.19 €

A comprehensive and cutting-edge introduction to the foundations and modern applications of learning theory.

Research has exploded in the field of machine learning resulting in complex mathematical arguments that are hard to grasp for new comers. . In this accessible textbook, Francis Bach presents the foundations and latest advances of learning theory for graduate students as well as researchers who want to acquire a basic mathematical understanding of the most widely used machine learning architectures. Taking the position that learning theory does not exist outside of algorithms that can be run in practice, this book focuses on the theoretical analysis of learning algorithms as it relates to their practical performance. Bach provides the simplest formulations that can be derived from first principles, constructing mathematically rigorous results and proofs without overwhelming students.

  • Provides a balanced and unified treatment of most prevalent machine learning methods
  • Emphasizes practical application and features only commonly used algorithmic frameworks
  • Covers modern topics not found in existing texts, such as overparameterized models and structured prediction
  • Integrates coverage of statistical theory, optimization theory, and approximation theory
  • Focuses on adaptivity, allowing distinctions between various learning techniques
  • Hands-on experiments, illustrative examples, and accompanying code link theoretical guarantees to practical behaviors

Actress & Polyglot
EWA KASP for
Play video
Ewa Kasp
Libristo has the largest selection of foreign-language books. That’s why I buy my books there.

About the book

Full name LEARNING THEORY FROM 1ST PRINCIPLES
Author BACH FRANCIS
Language English
Binding Book - Hardback
Date of issue 2024
Number of pages 478
EAN 9780262049443
Libristo code 45775746
Publishers MIT
Weight 1104

Categories

Computing & Information Technology > Information technology: general issues
Give this book today
It's easy
1 Add to cart and choose Deliver as present at the checkout 2 We'll send you a voucher 3 The book will arrive at the recipient's address

You might also be interested in

Basics in clinical nutrition Luboš Sobotka / Book Paperback
common.buy 45.09 €
Save Our Forest! Lise Laerdal Bryn / Book Hardback
common.buy 20.49 €
GUARDS DIVISION Headquarters, Branches and Services Adjutant and Quarter-Master General. Wo95/1197/2 / Book Paperback
common.buy 78.69 €
Atomic Adventures James Mahaffey / Book Paperback
common.buy 17.39 €
Eve: Rise of the Machines Brian Walters / Book Paperback
common.buy 12.59 €
Brasil! Brasil! The Dawn of Modernity Nina Zimmer / Book Paperback
common.buy 39.69 €
Top
Erased, Vol. 5 Kei Sanbe / Book Paperback
common.buy 14.29 €
Comparative Guide to Elementary & Secondary Schools, 2018/19 David Garoogian / Book Paperback
common.buy 202.49 €
Top
JoJo's Bizarre Adventure: Part 3 - Stardust Crusaders, Vol. 9 Hirohiko Araki / Book Hardback
common.buy 20.49 €
Salvador Joan Didion / Book Paperback
common.buy 12.49 €
They Lost Their Heads!: What Happened to Washington's Teeth, Einstein's Brain, and Other Famous Body Parts Carlyn Beccia / Book Paperback
common.buy 13.19 €
American History for Home Schools, 1607 to 1885, with a Focus on Our Civil War Clyde N Wilson / Book Paperback
common.buy 6.59 €
Business Analytics with Python – Essential Skills for Business Students Bowei Chen / Book Paperback
common.buy 62.09 €
Top
Penguin Readers Level 4: Pride and Prejudice Jane Austen / Book Paperback
common.buy 8.39 €
Research Handbook on Post–Pandemic EU Economic Governance and NGEU Law Federico Fabbrini / Book Hardback
common.buy 294.69 €
Advances in Materials Science Research Maryann C. Wythers / Book Hardback
common.buy 290.49 €
Squares, Stripes and Lice Hanne Dale / Book Hardback
common.buy 22.69 €
Compassion for Evil Shepherd Hoodwin / Book Paperback
common.buy 10.69 €
Four Thousand Weeks Oliver Burkeman / Book Hardback
common.buy 21.89 €
SISTER OF STARLIT SEAS BROOKS TERRY / Book Paperback
common.buy 13.79 €
Practice of Enterprise Architecture Svyatoslav Kotusev / Book Paperback
common.buy 65.09 €
Trigonometric Sums and Their Applications Andrei Raigorodskii / Book Paperback
common.buy 53.79 €
Manual of Taxidermy; a Complete Guide in Collecting and Preserving Birds and Mammals C J. 1845-1929 Maynard / Book Hardback
common.buy 31.79 €
Wipe-Clean Dinosaur Activities Dania Florino / Book Paperback
common.buy 8.09 €

Login

Log in to your account. Don't have a Libristo account? Create one now!

 
mandatory
mandatory
Forgotten password

Don’t have an account? Discover the benefits of having a Libristo account!

With a Libristo account, you'll have everything under control.

Create a Libristo account
Book advisor Libroamiko
Hi, I'm Libroamiko, can I help?