Previous Conferences & Workshops

Apr
07
2018

Workshop on Topology: Identifying Order in Complex Systems

Protein Folding Characterization via Persistent Homology
Marcio Gameiro
4:30pm|Simonyi Hall 101

We use persistent homology to analyze predictions of protein folding by trying to identify global geometric structures that contribute to the error when the protein is misfolded. The goal is to find correlations between global geometric structures...

Apr
07
2018

Workshop on Topology: Identifying Order in Complex Systems

Studying Fluid Flows with Persistent Homology
Rachel Levanger
3:00pm|Simonyi Hall 101

We will showcase persistent homology as a promising new tool for use in the study of complicated fluid flows. Through a collection of examples spanning 2D Kolmogorov and Rayleigh-Bénard convection flows to fully-developed 3D turbulence and...

Apr
07
2018

Workshop on Topology: Identifying Order in Complex Systems

Fitting manifolds to data
Charlie Fefferman
1:30pm|Simonyi Hall 101

The problems come in two flavors.

Extrinsic Flavor: Given a point cloud in R^N sampled from an unknown probability density, how can we decide whether that probability density is concentrated near a low-dimensional manifold M with reasonable...

Apr
07
2018

Workshop on Topology: Identifying Order in Complex Systems

Topological filters: a toolbox for processing dynamic signals
Michael Robinson
10:30am|Simonyi Hall 101

Using the geometry of sheaves as the common language, this talk will bridge three separate areas: dynamical systems, signal processing, and data fusion. Because sheaves model consistency relationships between local data, they are easily assembled...

Apr
07
2018

Workshop on Topology: Identifying Order in Complex Systems

Toplogies of the zero sets of random real projective hyper-surfaces and of monochromatic waves
9:00am|Simonyi Hall 101

Nazarov and Sodin have shown that the zero set of a random real homogeneous polynomial in n+1 variables and of large degree has many components and the same is true for the random harmonic such polynomial ("mono-chromatic waves") .We show that for...

Apr
06
2018

Marston Morse Lectures

Exceptional holonomy and related geometric structures: Dimension reduction and boundary value problems
Simon Donaldson
2:00pm|Simonyi Hall 101

By imposing symmetry on manifolds of exceptional holonomy we get a variety of differential geometric questions in lower dimensions. Related to that, one can consider “adiabatic limits”, where the manifold has a fibration and the fibre size is scaled...

Apr
05
2018

Joint IAS/Princeton University Number Theory Seminar

Arithmetic of automorphic L-functions
4:30pm|Fine Hall 214, Princeton University

This talk will be an exposition of a circle of ideas that concerns the cohomology of arithmetic groups and the special values of certain automorphic L-functions. I will explain some recent results about the critical values of (1) Rankin-Selberg L...

Apr
05
2018

Theoretical Machine Learning Seminar

A Compressed Sensing View of Unsupervised Text Embeddings, Bag-of-n-Grams, and LSTMs
Mikhail Khodak
12:15pm|White-Levy Room

Three fundamental factors determine the quality of a statistical learning algorithm: expressiveness, optimization and generalization. The classic strategy for handling these factors is relatively well understood. In contrast, the radically different...

Apr
04
2018

Marston Morse Lectures

Exceptional holonomy and related geometric structures: Examples and moduli theory
Simon Donaldson
2:00pm|Simonyi Hall 101

We will discuss the constructions of compact manifolds with exceptional holonomy (in fact, holonomy $G_{2}$), due to Joyce and Kovalev. These both use “gluing constructions”. The first involves de-singularising quotient spaces and the second...