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Poster
Wed 9:00 Variational State-Space Models for Localisation and Dense 3D Mapping in 6 DoF
Atanas Mirchev · Baris Kayalibay · Patrick van der Smagt · Justin Bayer
Poster
Wed 9:00 Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching
Jonas Geiping · Liam H Fowl · Ronny Huang · Wojciech Czaja · Gavin Taylor · Michael Moeller · Tom Goldstein
Poster
Thu 1:00 Mind the Gap when Conditioning Amortised Inference in Sequential Latent-Variable Models
Justin Bayer · Maximilian Soelch · Atanas Mirchev · Baris Kayalibay · Patrick van der Smagt
Workshop
Fri 8:03 Data Science to fight against COVID-19 by Nuria Oliver
Nuria Oliver
Workshop
Fri 8:45 Q&A with Nuria Oliver
Nuria Oliver
Workshop
Fri 8:50 PROBLEM AND SOLUTION DOCUMENTATION TEMPLATE FOR MACHINE LEARNING COMPETITIONS TO ENHANCE EXPLAINABILITY, REPRODUCIBILITY, AND COLLABORATION BETWEEN STAKEHOLDERS
Oluwaseun Hamzat
Workshop
DP-InstaHide: Provably Defusing Poisoning and Backdoor Attacks with Differentially Private Data Augmentations
Eitan Borgnia
Workshop
Does Differential Privacy Defeat Data Poisoning?
Matthew Jagielski · Alina Oprea
Workshop
Talk Less, Smile More: Reducing Communication with Distributed Auto-Differentiation
Bradley Baker · Vince Calhoun · Barak Pearlmutter · Sergey Plis
Workshop
Preventing Unauthorized Use of Proprietary Data: Poisoning for Secure Dataset Release
Liam H Fowl · Ping-yeh Chiang · Micah Goldblum · Jonas Geiping · Tom Goldstein