Bach, Francis <br/><br/>
Learning theory from first principles 

 - London  The MIT Press   2024 
 - xvii, 475 p.   Includes bibliographical reference and index 
<br/><br/> 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.  
<br/><br/><label>ISBN: </label>9780262049443 
<br/><br/><label>Source: </label> Textual