60 citations · 106 across the 6 of their papers we have counts for
7 papers
Learning Soft Labels via Meta Learning
Nidhi Vyas, Shreyas Saxena, Thomas Voice
One-hot labels do not represent soft decision boundaries among concepts, and hence, models trained on them are prone to overfitting. Using soft labels as targets provide regulariza…
Do we need two forms of feedback in the Rate Control Protocol (RCP)?
Abuthahir Abuthahir, Gaurav Raina, Thomas Voice
There is considerable interest in the networking community in explicit congestion control as it may allow the design of a fair, stable, low loss, low delay, and high utilization ne…
Global stability of the Rate Control Protocol (RCP) and some implications for protocol design
Thomas Voice, Abuthahir, Gaurav Raina
The Rate Control Protocol (RCP) is a congestion control protocol that relies on explicit feedback from routers. RCP estimates the flow rate using two forms of feedback: rate mismat…
Coalition Structure Generation over Graphs
Thomas Voice, Maria Polukarov, Nicholas R. Jennings
We give the analysis of the computational complexity of coalition structure generation over graphs. Given an undirected graph G = (N,E) and a valuation function v : P(N) \to R over…
A Hierarchical Dynamic Programming Algorithm for Optimal Coalition Structure Generation
Meritxell Vinyals, Thomas Voice, Sarvapali Ramchurn +1
We present a new Dynamic Programming (DP) formulation of the Coalition Structure Generation (CSG) problem based on imposing a hierarchical organizational structure over the agents.…
Graph Coalition Structure Generation
Thomas D. Voice, Maria Polukarov, Nicholas R. Jennings
We give the first analysis of the computational complexity of {\it coalition structure generation over graphs}. Given an undirected graph and a valuation function $v:2^N\…