2 citations · 3 across the 4 of their papers we have counts for
4 papers
Conditional Chow-Liu Tree Structures for Modeling Discrete-Valued Vector Time Series
Sergey Kirshner, Padhraic Smyth, Andrew Robertson
We consider the problem of modeling discrete-valued vector time series data using extensions of Chow-Liu tree models to capture both dependencies across time and dependencies acros…
Estimating Densities with Non-Parametric Exponential Families
Lin Yuan, Sergey Kirshner, Robert Givan
We propose a novel approach for density estimation with exponential families for the case when the true density may not fall within the chosen family. Our approach augments the suf…
Generating Similar Graphs From Spherical Features
Dalton Lunga, Sergey Kirshner
We propose a novel model for generating graphs similar to a given example graph. Unlike standard approaches that compute features of graphs in Euclidean space, our approach obtains…
Adaptivity in Agent-Based Routing for Data Networks
David H. Wolpert, Sergey Kirshner, Chris J. Merz +1
Adaptivity, both of the individual agents and of the interaction structure among the agents, seems indispensable for scaling up multi-agent systems (MAS's) in noisy environments. O…