Upcoming Events

Machine Learning and Causal Inference for Heterogeneous Treatment Effects

Fri, Feb 22, 2019, 12:00 pm to 1:00 pm
This talk will review recently developed methods to apply machine learning methods to causal inference problems, including the problems of estimating heterogeneous treatment effects, for example, in A/B testing, as well as in estimating optimal treatment assignment policies.
Tags: Seminars

Binary star science with sparse, noisy, and missing data

Fri, Feb 22, 2019, 2:00 pm to 3:00 pm
Many open questions in astrophysics hinge on a better understanding of binary star populations (their occurrence rate, orbital parameter distributions, and how these vary with environment).Yet, most of what we know about binary star statistics comes from just a few hundred stars nearest to the sun. Contemporary astronomical surveys have the...
Location: Peyton Auditorium, Room 145
Tags: Seminars

Fitting Convex Sets to Data

Mon, Mar 11, 2019, 4:30 pm to 5:30 pm
A number of problems in signal processing may be viewed conceptually as fitting a convex set to data.  In vision and learning, the task of identifying a collection of features or atoms that provide a concise description of a dataset has been widely studied under the title of dictionary learning or sparse coding.  In convex-geometric terms, this...
Location: Equad, B205
Tags: Seminars

Undergraduate Certificate - Final Independent Work Title and Abstract Due

Mon, Apr 8, 2019, 5:00 pm

Deadline for Final Independent Work Title and Abstract. 

Location: 26 Prospect Ave, Princeton NJ

Undergraduate Certificate - Independent Work Posters Due by Noon

Mon, May 6, 2019, 12:00 pm

Deadline for Independent Work Posters is at Noon.

Undergraduate Certificate - Independent Work Papers Due

Mon, May 13, 2019, 5:00 pm

Deadline for Independent Work Papers.

CSML 2019 Poster Session

Tue, May 14, 2019, 12:00 pm
Location: Carl A. Fields Center, Multipurpose Room 104

Events Archive

Undergraduate Certificate - Submission of Independent Work Title and Abstract

Deadline for Submission of Independent Work Title and Abstract.

Location: 26 Prospect Ave, Princeton NJ

Decoding the Milky Way Galaxy

Stars residing in the Milky Way halo hold the key to the origin of our Galaxy. The stellar halo has traditionally been inaccessible as it contains only one percent of stars in the Galaxy. However, novel data sets have enabled us to confidently identify thousands of halo stars in a high-dimensional space of stellar positions, velocities and...
Location: Peyton Hall, Room 145
Tags: Seminars

Sparse matrices in sparse analysis

In this talk, I will give two vignettes on the theme of sparse matrices in sparse analysis. The first vignette covers work from compressive sensing in which we want to design sparse matrices (i.e., matrices with few non-zero entries) that we use to (linearly) sense or measure compressible signals.
Location: B205 Engineering Quadrangle
Tags: Seminars