Publications & Software

Presentations from 'Mathematics of Machine Learning'

Published 24/05/2018

Lecture Notes: Quantum Computing - Theory and Practice

Lior Horesh
Published 02/05/2018

Slides from short course: Mathematics of Data - From Theory to Computation

Volkan Cevher, LIONS
Published 20/03/2018

Efficient nonparametric inference for discretely observed compound Poisson processes

Alberto J. Coca
Published 01/02/2018

The grasshopper problem

Olga Goulko Adrian Kent
Published 25/10/2017

Isotonic regression in general dimensions

Qiyang Han Tengyao Wang Sabyasachi Chatterjee Richard J. Samworth
Published 30/08/2017

Efficient Nonparametric Bayesian Inference For X-Ray Transforms

François Monard Richard Nickl Gabriel P. Paternain
Published 21/08/2017

Discrete gradient methods for solving variational image regularisation models

V Grimm Robert I McLachlan David I McLaren G R W Quispeland C-B Schönlieb
Published 28/06/2017

Learning optimal spatially-dependent regularization parameters in total variation image denoising

Cao Van Chung J C De los Reyes C B Schönlieb
Published 21/06/2017

Minimax optimal procedures for testing the structure of multidimensional functions

JohnAston FlorentAutin GerdaClaeskens Jean-MarcFreyermuth ChristophePouetb
Published 18/05/2017

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