Asia
Non-convolutional Graph Neural Networks
Interestingly, most of these works are either not applicable to, or have not been tested on, node-level tasks.
A Direct tilde{O}(1/epsilon) Iteration Parallel Algorithm for Optimal Transport
Arun Jambulapati, Aaron Sidford, Kevin Tian
We give an algorithm which solves the problem to additiveaccuracy with O(1/) parallel depth and O n2/ work.
Asymmetric Valleys: Beyond Sharp and Flat Local Minima
Haowei He, Gao Huang, Yang Yuan
Neural Information Processing Systems http://nips.cc/
Explainable and Efficient Randomized Voting Rules
With a rapid growth in the deployment of AI tools for making critical decisions (or aiding humans in doing so), there is a growing demand to be able to explain to the stakeholders how these tools arrive at a decision.