Paris Giampouras

@[email protected]
24 Followers
47 Following
32 Posts
Associate Research Scientist @ Johns Hopkins University #JHU.
My research interests span ML theory (parsimonious #representation #learning, non convex #optimization) and applications in #adversarial #robustness, #deep #generative models, and #continual learning.
websiteparisgiampouras.github.io
Paris GiampourasApr 7, 2023
Emtiyaz KhanApr 7, 2023

The call for papers for our #ICML2023 workshop on "duality principles for modern ML" are now out.

Webpage: https://dp4ml.github.io
Deadline: May 22, 2023, AOE

Help us spread the word! Hope many will participate and submit their work.

@ZeldaMariet
@mblondel_ml
@tmoellenhoff
@BachFrancis
@optiML

Duality Principles for Modern ML

ICML 2023 Workshop on Duality Principles for Modern ML

Paris GiampourasFeb 6, 2023
Gabriel PeyréFeb 4, 2023
RT @MarkSchmidtUBC
E-mail from Polyak to my students and I (@julienutini):
Paris GiampourasFeb 2, 2023
Gabriel PeyréFeb 1, 2023
Foveation is a spatially varying « convolution ». https://en.wikipedia.org/wiki/Foveated_imaging https://en.wikipedia.org/wiki/Retina
Foveated imaging - Wikipedia

Paris GiampourasFeb 2, 2023
ELLISJan 31, 2023
Welcome to our ELLIS Mastodon account! We are the European Laboratory for Learning and Intelligent Systems – a European #AI network of excellence connecting top researchers in #ML and related fields. We are represented by 35 units in 14 countries. Our research programs focus on areas that move the needle in modern AI, and our #ELLISPhD Program pairs outstanding students with leading academic and industrial researchers in Europe. Follow us here and stay up to date! More at https://ellis.eu
Home

ELLIS unites top AI researchers in Europe through Programs, Sites, and a PhD program to advance excellence in machine learning.

ELLIS
Paris GiampourasJan 12, 2023
MastodonJan 10, 2023

#Mastodon is hiring!

› Remote-only
› Full-time

Looking for:

› DevOps Engineer
› Product Designer

It could be you! Apply now:

https://joinmastodon.org/careers

Careers at Mastodon

Join our team.

Paris GiampourasJan 8, 2023
Andrew PerforsJan 7, 2023

How to slow down scientific progress

"Leo Szilard—the physicist who first conceived of the nuclear chain reaction and who urged the US to undertake the Manhattan Project—also wrote fiction. His book of short stories, The Voice of the Dolphins, contains a story “The Mark Gable Foundation,” dated 1948."

You can see the full thing at this link, but I've also taken a screenshot of an excerpt. 😬 🤔 😢

https://rootsofprogress.org/szilard-on-slowing-science

How to slow down scientific progress, according to Leo Szilard

“Science would become something like a parlor game. There would be fashions. Those who followed the fashion would get grants”

The Roots of Progress
Paris GiampourasJan 4, 2023
Computational Imaging GroupJan 4, 2023
A tutorial on Plug-and-Play Models for Computational Imaging is out in IEEE Signal Processing Magazine. It traces PnP roots, describes major variants, summarizes key results, and discusses imaging applications.
✫ Read here: https://wustl-cig.github.io/spmpnp
Plug-and-Play Methods for Integrating Physical and Learned Models in Computational Imaging

Plug-and-Play Methods for Integrating Physical and Learned Models in Computational Imaging

Paris GiampourasDec 30, 2022
Gabriel PeyréDec 29, 2022
My periodic reminder that my book on the discrete Fourier transforms (incl. FFT, finite fields valued FT, representation theory, and more) is available for free. https://mathematical-tours.github.io/daft/
The Discrete Algebra of the Fourier Transform - Mathematical Tours of Data Sciences

Mathematical Tour of Data Sciences

Paris GiampourasDec 22, 2022
Gabriel PeyréDec 22, 2022
Stein’s lemma is a surprisingly simple yet useful characterization of the Gaussian distribution. Enables to derive sharp bounds for convergence rates in the central limit theorem in various metrics. https://en.wikipedia.org/wiki/Stein%27s_lemma
Stein's lemma - Wikipedia

Paris GiampourasDec 20, 2022
MastodonDec 20, 2022

#Twitter suspends #Mastodon account, prevents sharing links: Our statement

https://blog.joinmastodon.org/2022/12/twitter-suspends-mastodon-account-prevents-sharing-links/

Twitter suspends Mastodon account, prevents sharing links

On Dec 16, Twitter suspended our @joinmastodon account after we shared a link to the newly registered Mastodon account of @ElonJet, an account that broadcasts public flight path data of Elon Musk’s private jet, which was previously suspended from Twitter itself. At the same time, accounts of multiple journalists from major publications such as CNN, The New York Times, The Washington Post, as well as various independent journalists, were likewise suspended for either linking to the account itself or talking about the event.

Official Mastodon Blog