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- Lecture Videos for Mathematics of Data Science here
- Lecture Videos for Mathematics of Machine Learning here
- Lecture Videos for Complex Analysis here
- Lecture Videos for Linear Algebra here
(my first lecture 8.11.2023, requires ETH credentials)
Other videos of talks
of mine available on the web (small - and outdated - selection
besides channels above; a search engine will
give you a more complete - and updated - list)
- October 7, 2021: Noncommutative
Matrix Concentration Inequalities, 1W-MINDS.
- September 30, 2020: Statistics
and Computation in Network Problems,
Academia to Industry, ETH Analytics Club.
- March 6, 2020: Computation,
Statistics, and Optimization of Random Functions,
CIM Colloquium 2020 (Coimbra; virtual) [similar talk
available also on MPML
(IST) seminar on June 4, 2020 and
on a seminar
at the African Institute for Mathematical Sciences]
- Sept 30, 2019: Statistical-to-computational
gaps in high dimensional hypothesis testing and
other problems, ICTP, Workshop on Science of
Data Science
- Mar 9, 2018: Statistical
estimation under group actions, MIT MIFODS -
Stochastics and Statistics joint seminar
- Oct 17, 2016: Fundamental
limits and algorithms for recovery under matrix
spike models, Casa Matematica Oaxaca, Mexico
- Feb, 2015: Tightness
of convex relaxations for certain inverse problems
on graphs, University of California at
Berkeley, CA, USA.
- Nov, 2014: Sharp nonasymptotic bounds on the norm
of random matrices with independent entries: Part
1 and Part 2,
Instituto de Matematica Pura e Aplicada, Brazil
- Nov, 2014: Lecture
on Stochastic Block Model and Semidefinite
Programming (Part of
Introductory Course: "Randomness, matrices and high
dimensional problems")
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