Data Science Seminars

Interpretable Comparison of Generative Models

Speaker: Wittawat Jitkrittum (Research Scientist at Google Research)

Additional information

Previous talks

Explaining the Explainer: A First Theoretical Analysis of LIME

Speaker: Damien Garreau (Assistant Professor at the University Cote d’Azur)

Abstract

Variable Prioritization in Nonlinear Black Box Methods, with application in Genomics and to Interpreting Deep Neural Network

Speaker: Seth Flaxmann (Lecturer in the Statistics at Department of Mathematics of Imperial College London)

Abstract

Learning on Aggregate Outputs with Kernels

Speaker: Dino Sejdinovic (Associate Professor at the Department of Statistics, University of Oxford)

Abstract

Sparse Approximate Inference for Spatio-Temporal Point Process Models with Application to Armed Conflict

Speaker: Andrew Zammit Mangion (Senior Research Fellow at the University of Wollongong - NIASRA, Australia)

Abstract