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Precise High-Dimensional Asymptotics for AdaBoost via Max-Margins and Min-Norm Interpolants

November 4, 2021

Speakers:

Pragya Sur, Harvard University

This talk will introduce a precise high-dimensional asymptotic theory for AdaBoost on separable data, taking both statistical and computational per

Opinionated Practices for Teaching Reproducibility: Motivation, Guided Instruction and Practice

October 25, 2021

Speakers:

Tiffany Timbers

In the data science courses at the University of British Columbia, we define data science as the study, development and practice of reproducible an

Teaching with Computation and Data Science Across the Social Science

October 21, 2021

Speakers:

Michael Widener

Ayobami Laniyonu

Fedor Dokshin

In the first session of the new Computation and Data Science Education Community of Practice (CDS Education CoP), Professors Michael Widener (Depar

A Top-Down Approach Toward Understanding Deep Learning

October 21, 2021

Speakers:

Weijie Su, University of Pennsylvania

The remarkable development of deep learning over the past decade relies heavily on sophisticated heuristics and tricks.

What I Learned Applying for Faculty Positions

October 14, 2021

Speakers:

Jessica Gronsbell, University of Toronto

I completed my academic job search a couple of years ago. It was an overwhelming, exhausting, and amazing experience.

Bayesian Inference for Star Clusters

October 7, 2021

Speakers:

Gwendolyn Eadie, University of Toronto

The Milky Way Galaxy is surrounded by a population of roughly 150 old star clusters, referred to as globular clusters. Inferring the distribution

Non-Central Squared Copulas: Properties and Applications

September 30, 2021

Speakers:

Bouchra Nasri, University of Montreal

The goal of this presentation is to introduce new families of multivariate copulas, extending the chi-square copulas, the Fisher copula, and square

Genetic Methods for Biology and Epidemiology

October 1, 2021

Speakers:

Benjamin Neale

Dr.

Learning Individualized Treatment Rule for a Target Population

September 23, 2021

Speakers:

Guanhua Chen, University of Wisconsin-Madison

Current literature focus on deriving individualized treatment rules (ITRs) from a single source population.

Selective Inference on Trees

September 16, 2021

Speakers:

Lucy Gao, University of Waterloo

The ever-increasing scope and scale of data collection has shifted the focus of data collection away from testing pre-specified hypotheses and towa

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