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Schedule, Notes/Handouts & Videos

Mathematics of Big Data: Sketching and (Multi-) Linear Algebra (Virtual School) June 21, 2021 - July 02, 2021

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Jun 21, 2021
Monday
09:00 AM - 10:15 AM
  Introduction, Algorithmic Motivation
Kenneth Clarkson (IBM Research Division)
10:15 AM - 10:30 AM
  Break
10:30 AM - 12:00 PM
  Working Groups
12:00 PM - 01:00 PM
  Break
01:00 PM - 02:15 PM
  Oblivious Subspace Embeddings
Kenneth Clarkson (IBM Research Division)
02:15 PM - 02:30 PM
  Break
02:30 PM - 04:00 PM
  Working Groups
Jun 22, 2021
Tuesday
09:00 AM - 10:15 AM
  Mathematics of Big Data- Sketching and (Multi-) Linear Algebra- Lecture 2
Kenneth Clarkson (IBM Research Division)
10:15 AM - 10:30 AM
  Break
10:30 AM - 12:00 PM
  Working Groups
12:00 PM - 01:00 PM
  Break
01:00 PM - 02:15 PM
  Mathematics of Big Data- Sketching and (Multi-) Linear Algebra- Lecture 3
Kenneth Clarkson (IBM Research Division)
02:15 PM - 02:30 PM
  Break
02:30 PM - 04:00 PM
  Working Groups
Jun 23, 2021
Wednesday
09:00 AM - 10:15 AM
  Mathematics of Big Data- Sketching and (Multi-) Linear Algebra- Lecture 4
Kenneth Clarkson (IBM Research Division)
10:15 AM - 10:30 AM
  Break
10:30 AM - 12:00 PM
  Working Groups
12:00 PM - 01:00 PM
  Break
01:00 PM - 02:15 PM
  Mathematics of Big Data- Sketching and (Multi-) Linear Algebra- Lecture 5
Kenneth Clarkson (IBM Research Division)
02:15 PM - 02:30 PM
  Break
02:30 PM - 04:00 PM
  Working Groups
Jun 24, 2021
Thursday
09:00 AM - 10:15 AM
  Mathematics of Big Data- Sketching and (Multi-) Linear Algebra- Lecture 6
Kenneth Clarkson (IBM Research Division)
10:15 AM - 10:30 AM
  Break
10:30 AM - 12:00 PM
  Working Groups
12:00 PM - 01:00 PM
  Break
01:00 PM - 02:15 PM
  Mathematics of Big Data- Sketching and (Multi-) Linear Algebra- Lecture 7
Kenneth Clarkson (IBM Research Division)
02:15 PM - 02:30 PM
  Break
02:30 PM - 04:00 PM
  Working Groups
Jun 25, 2021
Friday
09:00 AM - 10:15 AM
  Mathematics of Big Data- Sketching and (Multi-) Linear Algebra- Lecture 8
Shashanka Ubaru (IBM Thomas J. Watson Research Center)
10:15 AM - 10:30 AM
  Break
10:30 AM - 12:00 PM
  Working Groups
12:00 PM - 01:00 PM
  Break
01:00 PM - 02:15 PM
  Mathematics of Big Data- Sketching and (Multi-) Linear Algebra- Lecture 9
Shashanka Ubaru (IBM Thomas J. Watson Research Center)
02:15 PM - 02:30 PM
  Break
02:30 PM - 04:00 PM
  Working Groups
Jun 28, 2021
Monday
09:00 AM - 10:15 AM
  CP Tensor Decomposition
Tamara Kolda (Sandia National Laboratories; MathSci.ai)
10:15 AM - 10:30 AM
  Break
10:30 AM - 12:00 PM
  Working Groups
12:00 PM - 01:00 PM
  Break
01:00 PM - 02:15 PM
  CP Tensor Decomposition 2
Tamara Kolda (Sandia National Laboratories; MathSci.ai)
02:15 PM - 02:30 PM
  Break
02:30 PM - 04:00 PM
  Working Groups
Jun 29, 2021
Tuesday
09:00 AM - 10:15 AM
  Kronecker FJLT
Tamara Kolda (Sandia National Laboratories; MathSci.ai)
10:15 AM - 10:30 AM
  Break
10:30 AM - 12:00 PM
  Working Groups
12:00 PM - 01:00 PM
  Break
01:00 PM - 02:15 PM
  Sketching for Sparse CP & Efficient Computations
Tamara Kolda (Sandia National Laboratories; MathSci.ai)
02:15 PM - 02:30 PM
  Break
02:30 PM - 04:00 PM
  Working Groups
Jun 30, 2021
Wednesday
09:00 AM - 10:15 AM
  Lecture 1
Lior Horesh (IBM Thomas J. Watson Research Center), Misha Kilmer (Tufts University)
10:15 AM - 10:30 AM
  Break
10:30 AM - 12:00 PM
  Working Groups
12:00 PM - 01:00 PM
  Break
01:00 PM - 02:15 PM
  Lecture 2
Lior Horesh (IBM Thomas J. Watson Research Center), Misha Kilmer (Tufts University)
02:15 PM - 02:30 PM
  Break
02:30 PM - 04:00 PM
  Working Groups
Jul 01, 2021
Thursday
09:00 AM - 10:15 AM
  Matrix Mimetic Tensor Algebra Applications & M-Matrix Mimetic Tensor Algebra
Lior Horesh (IBM Thomas J. Watson Research Center), Misha Kilmer (Tufts University)
10:15 AM - 10:30 AM
  Break
10:30 AM - 12:00 PM
  Working Groups
12:00 PM - 01:00 PM
  Break
01:00 PM - 02:15 PM
  Matrix Mimetic Tensor Algebra Applications 2
Lior Horesh (IBM Thomas J. Watson Research Center), Misha Kilmer (Tufts University)
02:15 PM - 02:30 PM
  Break
02:30 PM - 04:00 PM
  Working Groups
Jul 02, 2021
Friday
09:00 AM - 10:15 AM
  Lecture 9 Dimensionality Reduction for Tukey Regression Sub-Gaussians
Kenneth Clarkson (IBM Research Division)
10:15 AM - 10:30 AM
  Break
10:30 AM - 12:00 PM
  Working Groups