CSoI-UJ 2025 Seminar: Machine Learning and AI for Classical and Quantum Data

When: November 3 till November 21 every day at 17:00 EU time and 11am EST USA time.

All lectures are recoreder and can be viewed on CSoI YouTube playlist containing all videos of this seminar series.

For personal discussion at the beginning and the end of the seminar, we shall use the following zoom: https://purdue-edu.zoom.us/j/548154976

A three week seminar series by CSoI together with faculty and students at Jagiellonian University, Poland .

The following unpublished yet book will be used and students are encouraged to brose through it:

"Analytic Information Theory: From Compression to Learning" by M. Drmota and W. Szpankowski
(see https://www.cs.purdue.edu/homes/spa/temp/ait22.pdf )

The following two books will be useful:

1 "Analysis of Algorithms on Sequences" by W. Szpankowski, Willey 2001
(see https://www.cs.purdue.edu/homes/spa/mybook.pdf).

2 "Analytic Pattern Matching: From DNA to Twitter", by P. Jacquet and W. Szpankowski
(see https://www.cs.purdue.edu/homes/spa/temp/words15.pdf)

Nov 3 , at 11:00/17:00
W. Szpankowski (Purdue)
Organizational Meeting, pls use this zoom: : https://purdue-edu.zoom.us/j/548154976

Nov 4 at 11:00/17:00. At 11am please use zoom : https://purdue-edu.zoom.us/j/548154976
W. Szpankowski (Purdue)
"Online & Supervised Learning: Analysis and Algorithms"
View Video of the Seminar

Nov 5 at 11:00/17:00. At 11am please use zoom : https://purdue-edu.zoom.us/j/548154976
W. Szpankowski and Jin Sima (Purdue)
"Federated Learning" Video

Nov 6 at 11:00/17:00
W. Szpankowski and Jin Sima (Purdue)
"Learning with Privacy Constraints"
Video

Please send to szpan@purdue.edu a two page summary of what learned in the first week.

Nov 10 at 11:00/17:00
A. Padakandla (U. Tennessee, Knoxville)
Introduction to Quantum Information and Computation
View Video of this seminar

Nov 11 at 11:00/17:00
A. Padakandla (U. Tennessee, Knoxville)
Learning of Quantum Measurement Classes
View Video of this seminar

Nov 12 at 11:00/17:00
M. Heidari (Purdue)
Feature Selection With Discrete Fourier Expansion
View Video of this Seminar

Nov 13 at 11:00/17:00. At 11am pls use zoom: : https://purdue-edu.zoom.us/j/548154976
M. Heidari (Purdue)
Physically Realizable Quantum Algorithms
View Video of this Seminar

Please send to szpan@purdue.edu a two page summary of what learned in the first week.

Nov 17-21 at 11:00/17:00
Students' zoom seminar, use https://purdue-edu.zoom.us/j/548154976