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Piecewise Deterministic Markov Processes for Markov Chain Monte Carlo

February 28, 2019

Speakers:

Gareth Roberts (University of Warwick)

This talk will describe non-reversible MCMC methods based on Piecewise Deterministic Markov Processes focussing mostly on the Zig-Zag algorit

Entering a New Era: Climate Science in the Time of Big Data and Machine Learning

February 11, 2019

Speakers:

Peer Nowack (Imperial College, London)

Over the last two decades, climate science has rapidly evolved into a big data research field.

Stability-Driven Deep Model Interpretation and Provably Fast MCMC Sampling

February 11, 2019

Speakers:

Yuansi Chen (Department of Statistics, University of California, Berkeley)

Data science is transforming many traditional

Multivariate Discrete Outcomes: from Marginal Model Diagnostics to Nonparametric Copula Estimation

February 6, 2019

Speakers:

Lu Yang (Amsterdam School of Economics, University of Amsterdam)

Multivariate discrete outcomes are common in a wide range of areas including insurance.

Reverse-engineering cognition with causal generative models and deep neural networks

February 5, 2019

Speakers:

Ilker Yildirim (Cognitive and Statistical Sciences Department of Brain & Cognitive Sciences, MIT)

From a quick glance, the touch of an object, or a brief sound snippet, our minds construct scene representations composed of rich and detaile

Reverse sensitivity testing: What does it take to break the model?

January 30, 2019

Speakers:

Silvana Pesenti, Cass Business School, London, UK

Sensitivity analysis is an important componen

A Fields-CQAM Public Lecture: Affective AI and its Applications

January 31, 2019

Speakers:

Kang Lee

Statistics in Astrophysics Research at Large and Small Scales

January 31, 2019

Speakers:

Gwendolyne Eadie, University of Washington

I will describe two projects in my astrophysics research where the application of improved statistical techniques leads to improved science.

Statistics for Functions on Complex Geometries

January 28, 2019

Speakers:

Eardi Lila, University of Cambridge

Functional Data Analysis has shaped the way we perform st

Dynamic Longevity Hedging in the Presence of Population Basis Risk: A Feasibility Analysis from Technical and Economic Perspectives

January 24, 2019

Speakers:

Kenneth Qian Zhou, University of Waterloo

In this paper, we study the feasibility of dynamic longev

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