output
19992021
most citedProbabilistic Description of Traffic Breakdowns

76 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2021★ 16 cited

Goal-Aware Neural SAT Solver

Emils Ozolins, Karlis Freivalds, Andis Draguns +3

Modern neural networks obtain information about the problem and calculate the output solely from the input values. We argue that it is not always optimal, and the network's perform…

cs.LG2020

Residual Shuffle-Exchange Networks for Fast Processing of Long Sequences

Andis Draguns, Emīls Ozoliņš, Agris Šostaks +2

Attention is a commonly used mechanism in sequence processing, but it is of O(n^2) complexity which prevents its application to long sequences. The recently introduced neural Shuff…