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