Dynamic sparse no training: training-free fine-tuning for sparse llms
Tanner, J (15 Mar 2024)
Deep neural network initialization with sparsity inducing activations
Price, I Daultry Ball, N Jones, A Chun Hei Lam, S Tanner, J
Beyond IID weights: sparse and low-rank deep Neural Networks are also Gaussian Processes
Nait Saada, T Naderi, A Tanner, J Proceedings of the 12th International Conference on Learning Representations (ICLR 2024) (16 Jan 2024)

Madonna Ciccone is in trouble. Two fans are suing her for coming on stage two hours late. They should count themselves lucky. For those of us old enough to have been to gigs in the last Millennium, two hours is positively early. 

There is much Madonna from which to chose, but your Song of the Week editor, being old, has a soft post for 'Borderline'. Mainly because it is fab.

Multimodal deep learning approach to predicting neurological recovery from coma after cardiac arrest
Krones, F Walker, B Parsons, G Lyons, T Mahdi, A Proceedings of the 50th Computing in Cardiology Conference (CinC 2023) volume 50 1-4 (26 Dec 2023)
Fri, 09 Feb 2024

12:00 - 13:00

A (higher) categorical approach to analytic D-modules

Arun Soor
(University of Oxford)
Abstract

In this possibly speculative talk I will try to outline a way to define analytic D-modules, using (higher) category theory and the ``six operations" on quasicoherent sheaves as the main tools. The aim is to follow the successful approach of Andy Jiang in the algebraic setting, who obtained such a theory without using stacks or formal schemes (as in Gaitsgory-Rozenblyum's approach). By using local cohomology, Jiang was able to avoid enlarging the category of algebras beyond the usual ones. We believe that an analytic variant of local cohomology can be used to recover the Ardakov-Wadsley theory of D-cap modules ``on the nose". (Work in progress).

A full approximation scheme multilevel method for nonlinear variational inequalities
Bueler, E Farrell, P SIAM Journal on Scientific Computing volume 46 issue 4 A2421-A2444 (23 Jul 2024)
Tue, 05 Mar 2024

16:00 - 17:00
C2

Connes's Bicentralizer Problem

Amine Marrakchi
(ENS Lyons)
Abstract

In the world of von Neumann algebras, the factors that do not have a trace, the so-called type III factors, are the most difficult to study. Some of their key structural properties are still not well-understood. In this talk, I will give a gentle introduction to Connes's Bicentralizer Problem, which is the most important open problem in the theory of type III factors. I will then present some recent progress on this problem and its applications.

Subscribe to