Connectionists: 2nd CFP: NIPS 2015 workshop "Multiresolution Methods for Large Scale Learning

[Nedelina Teneva]

MULTIRESOLUTION METHODS FOR LARGE SCALE LEARNING
NIPS 2015 Workshop,  December 12, 2015
http://people.cs.uchicago.edu/~risi/NIPS15workshop/index.html
Submission deadline: November 3, 2015

CALL FOR PAPERS
There is a spate of exciting new work at the intersection of
multiresolution/multiscale
numerical methods and machine learning, including:

- New approaches to defining multiresolution (wavelets) on graphs.
- New applications of hierarchical matrices in Gaussian Process inference.
- The introduction of Scattering Networks.
- Various multiscale graph models.
- New multiscale matrix decompositions and multiresolution matrix
factorizations.

The goal of this workshop is to bring together leading researchers from
Harmonic Analysis, Signal Processing, Numerical Analysis, and Machine
Learning, to explore the synergies between all the above lines of work.

The workshop will comprise a combination of invited and contributed talks,
and poster presentations. Researchers wishing to present their work are
invited to submit an extended abstract by email to multiresolution
.nips15 at gmail.com by November 3, 2015(max. 2 pages in NIPS format, not
including references, anonymity not required). The organizers will select a
subset of the abstracts for oral or poster presentation, and notify the
authors by November 6.

ORGANIZERS
Inderjit Dhillon, University of Texas at Austin
Risi Kondor, University of Chicago
Robert Nowak, University of Wisconsin-Madison
Michael O'Neil, NYU
Nedelina Teneva, University of Chicago

INVITED SPEAKERS
Francis Bach, INRIA
Jure Leskovec, Stanford
Michael Mahoney, Berkeley
Sayan Mukherjee, Duke
Michael O'Neil, NYU
Ilya Safro, Clemson University
Pierre Vandergheynst, EPFL

-- 
Nedelina Teneva
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