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These are the lecture notes that accompanied the course of the same name that I taught at the Eindhoven University of Technology from 2021 to 2023. The course is intended as an introduction to neural networks for mathematics students at the…

机器学习 · 计算机科学 2024-03-11 Bart M. N. Smets

Summary talk at ICHEP 2002, Amsterdam, July 2002. I have kept very close to the content and style of the talk as it was delivered. You may access the associated PowerPoint presentation through a link at…

高能物理 - 唯象学 · 物理学 2010-11-23 Frank Wilczek

These lecture notes have been converted to a book titled Network Information Theory published recently by Cambridge University Press. This book provides a significantly expanded exposition of the material in the lecture notes as well as…

信息论 · 计算机科学 2011-12-15 Abbas El Gamal , Young-Han Kim

These are notes from the 2003 C.I.M.E. summer school "symplectic 4-manifolds and algebraic surfaces". They cover the same material as the author's (by now ancient) Ph.D. thesis.

辛几何 · 数学 2007-05-23 Paul Seidel

Lectures on the construction on the moduli space of principal bundles, given in the Mini-School on Moduli Spaces at the Banach center (Warsaw) 26-30 April 2005.

代数几何 · 数学 2010-11-09 Tomas L. Gomez

These informal notes are closely based on a series of eight lectures given by J.-P. Serre at the University of Oregon in October 1998. Professor Serre gave two talks per week for four weeks. The first talk each week was concerned with…

群论 · 数学 2007-05-23 J. -P. Serre

In these lectures we review how some of the recent developments in string theory are closely related to generic properties of supersymmetry. Lectures given at the Nato Advanced Study Institute on "Strings, Branes and Dualities", Cargese,…

高能物理 - 理论 · 物理学 2007-05-23 Bernard de Wit , Jan Louis

These lectures discuss recent advances on syzygies on algebraic curves, especially concerning the Green, the Prym-Green and the Green-Lazarsfeld Secant Conjectures. The methods used are largely geometric and variational, with a special…

代数几何 · 数学 2017-04-12 Gavril Farkas

Lectures deliverd at the NATO Advanced Study Institute on QCD Perspectives on Hot and Dense Matter, Cargese, Aug. 6 - 18, 2001. Dedicated to the memory of Dominique Vautherin.

高能物理 - 唯象学 · 物理学 2007-05-23 T. Matsui

These notes were originally written for the Stochastic Analysis Seminar in the Department of Operations Research and Financial Engineering at Princeton University, in February of 2011. The seminar was attended and supported by members of…

数理金融 · 定量金融 2016-10-04 Andrew Papanicolaou

These are notes on de Jong's proof of the period=index theorem over fields of transcendence degree two. They are actually about the simplified proof sketched by de Jong in the last section of his paper. These notes were meant as support for…

代数几何 · 数学 2008-07-11 Michel Van den Bergh

These notes contain a survey of some aspects of the theory of graded differential algebras and of noncommutative differential calculi as well as of some applications connected with physics. They also give a description of several new…

量子代数 · 数学 2007-05-23 Michel Dubois-Violette

These notes are based on a series of lectures given by the author at the Max Planck Institute for Mathematics in the Sciences in Leipzig. Addressed topics include affine and projective toric varieties, abstract normal toric varieties from…

代数几何 · 数学 2022-03-04 Simon Telen

Lecture notes on optimization for machine learning, derived from a course at Princeton University and tutorials given in MLSS, Buenos Aires, as well as Simons Foundation, Berkeley.

机器学习 · 计算机科学 2019-09-10 Elad Hazan

These are notes from my lecture at 4ECM in Stockholm (June 2004).

数学物理 · 物理学 2007-05-23 Andrei Okounkov

These are the lecture notes for the introductory course on Whitehead, Reidemeister and Ray-Singer torsions, given by the author at the University of Zurich in Spring semester 2014.

代数拓扑 · 数学 2014-06-17 Pavel Mnev

This report on the topics in the title was written for a lecture series at the Southwestern Center for Arithmetic Algebraic Geometry at the University of Arizona.It may serve as an introduction to certain conjectural relations between…

数论 · 数学 2007-05-23 C. Deninger

This is the written version of the supersymmetry lectures delivered at the 30th and 31st British Universities Summer Schools in Theoretical Elementary Particle Physics (BUSSTEPP) held in Oxford in September 2000 and in Manchester in…

高能物理 - 理论 · 物理学 2007-05-23 Jose Figueroa-O'Farrill

This is (raw) lecture notes of the course read on 6th European intensive course on Complex Analysis (Coimbra, Portugal) in 2000. Our purpose is to describe a general framework for generalizations of the complex analysis. As a consequence a…

复变函数 · 数学 2007-05-23 Vladimir V. Kisil

This is a survey of recent contributions to the area of special Kaehler geometry. It is based on lectures given at the 21st Winter School on Geometry and Physics held in Srni in January 2001.

微分几何 · 数学 2007-05-23 Vicente Cortes