1 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
3 papers
Loss-Complexity Landscape and Model Structure Functions
Alexander Kolpakov
We develop a framework for dualizing the Kolmogorov structure function , which then allows using computable complexity proxies. We establish a mathematical analogy between…
Expansion properties of Whitehead moves on cubic graphs
Laura Grave de Peralta, Alexander Kolpakov
The present note concerns the "graph of graphs" that has cubic graphs as vertices connected by edges represented by the so-called Whitehead moves. Here, we prove that the outer-con…
Controlling Search in Very large Commonsense Knowledge Bases: A Machine Learning Approach
Abhishek Sharma, Michael Witbrock, Keith Goolsbey
Very large commonsense knowledge bases (KBs) often have thousands to millions of axioms, of which relatively few are relevant for answering any given query. A large number of irrel…