ICML 2018 Awards


Best Paper Awards

Obfuscated Gradients Give a False Sense of Security: Circumventing Defenses to Adversarial Examples
Anish Athalye, Nicholas Carlini, David Wagner

Delayed Impact of Fair Machine Learning
Lydia Liu, Sarah Dean, Esther Rolf, Max Simchowitz, Moritz Hardt

Best Paper Runner Up Awards

The Mechanics of n-Player Differentiable Games
David Balduzzi, Sebastien Racaniere, James Martens, Jakob Foerster, Karl Tuyls, Thore Graepel

Near Optimal Frequent Directions for Sketching Dense and Sparse Matrices
Zengfeng Huang

Fairness Without Demographics in Repeated Loss Minimization
Tatsunori Hashimoto, Megha Srivastava, Hongseok Namkoong, Percy Liang

Test of Time Award

A Unified Architecture for Natural Language Processing: Deep Neural Networks with Multitask Learning
Ronan Collobert and Jason Weston (from ICML 2008)