9 papers with MLG authors to appear at ICLR 2020 and AISTATS 2020

6 papers with MLG authors will appear at ICLR 2020 in Addis Ababa, Ethiopia.

Jonathan Gordon*, Wessel Bruinsma*, Andrew Y. K. Foong, James Requeima, Yann Dubois, Richard Turner

Convolutional Conditional Neural Processes (oral)


Roman Novak, Lechao Xiao, Jiri Hron, Jaehoon Lee, Alexander A. Alemi, Jascha Sohl-Dickstein, Samuel S. Schoenholz

Neural Tangents: Fast and Easy Infinite Neural Networks in Python (spotlight)


Tameem Adel, Han Zhao, Richard E. Turner

Continual Learning with Adaptive Weights (CLAW)


Kamil Ciosek, Vincent Fortuin, Ryota Tomioka, Katja Hofmann, Richard Turner

Conversative Uncertainty Estimation by Fitting Prior Networks


Han Zhao, Amanda Coston, Tameem Adel, Geoffrey J. Gordon

Conditional Learning of Fair Representations


Jonathan Gordon, David Lopez-Paz, Marco Baroni, Diane Bouchacourt

Permutation Equivariant Models for Compositional Generalization in Language


3 papers with MLG authors will appear at AISTATS 2020 in Palermo, Italy.

David Janz, David R. Burt, Javier González

Bandit optimisation of functions in the Matérn kernel RKHS


Niki Kilbertus, Manuel Gomez-Rodriguez, Bernhard Schölkopf, Krikamol Muandet, Isabel Valera

Fair Decisions Despite Imperfect Predictions


Martin Trapp, Robert Peharz, Franz Pernkopf, Carl E Rasmussen

Deep Structured Mixtures of Gaussian Processes