Department of Mathematics,
Courant Institute of Mathematical Sciences, New York University
Address:
251 Mercer Street, Room 1123
New York, NY 10012, USA
Afonso S. Bandeira
bandeira [at] cims [dot] nyu [dot] edu
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Teaching
Some Lecture Notes:
(January 2013, Lisbon, Portugal)
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Ten Lectures and Forty-Two Open Problems in the Mathematics of Data Science
A. S. Bandeira
Lecture Notes, December 2015.
2018 Fall (NYU) -
DS-GA 1014: Optimization and Computational Linear Algebra for Data Science
2018 Fall (NYU) -
MATH-GA 2830.002: Advanced Topics in Applied Math: Working group on Math and Data - Statistical To Computational Gaps And Statistical Estimation With Algebraic Structure
2018 Spring (NYU) -
DS-GA 3001: Special Topics in Data Science: MATHEMATICS OF DATA SCIENCE: Graphs and Networks
2016 Fall (NYU) -
MATH-GA 2830.002: Advanced Topics in Applied Math: MATHEMATICS OF DATA SCIENCE
2016 Fall (NYU) -
DS-GA 3001.03: Optimization and Computational Linear Algebra for Data Science
2015 Fall (MIT) -
18.S096: Topics in Mathematics of Data Science
Lecture Notes:
Ten Lectures and Forty-Two Open Problems in the Mathematics of Data Science
More is available at the
course website
and at the
permanent MIT OCW link for the course
.
2015 Spring (Princeton) -
MAT 585: Mathematical Analysis of Massive Data Sets (guest lecturer)
April 2, 2015:
Max-Cut and Stochastic Block Model
April 7, 2015:
Exact Recovery of the Semidefinite Relaxation for Stochastic Block Model
April 9, 2015:
Johnson-Lindenstrauss, Group testing, and Compressed Sensing
2014 (short course)
:
November 7, 2014:
Community detection via Semidefinite Relaxation.
Part of Special course on
"
Randomness, matrices and high dimensional problems
" at IMPA, Brazil. [
video
]
2013 (Princeton) -
APC 520: Mathematical Analysis of Massive Data Sets (guest lecturer)
April 29, 2013:
Johnson-Lindenstrauss, Group testing, and Compressed Sensing