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ICML
2009
IEEE
14 years 9 months ago
Learning structurally consistent undirected probabilistic graphical models
In many real-world domains, undirected graphical models such as Markov random fields provide a more natural representation of the dependency structure than directed graphical mode...
Sushmita Roy, Terran Lane, Margaret Werner-Washbur...
ALT
2007
Springer
14 years 5 months ago
Learning and Verifying Graphs Using Queries with a Focus on Edge Counting
We consider the problem of learning and verifying hidden graphs and their properties given query access to the graphs. We analyze various queries (edge detection, edge counting, sh...
Lev Reyzin, Nikhil Srivastava
ESA
2009
Springer
149views Algorithms» more  ESA 2009»
14 years 3 months ago
3.5-Way Cuckoo Hashing for the Price of 2-and-a-Bit
The study of hashing is closely related to the analysis of balls and bins; items are hashed to memory locations much as balls are thrown into bins. In particular, Azar et. al. [2] ...
Eric Lehman, Rina Panigrahy
ISPAN
2005
IEEE
14 years 2 months ago
Overlay networks with class
We define a family of Distributed Hash Table systems whose aim is to combine routing efficiency of the randomized networks — i.e. average path length O(log n/ log log n) vs. t...
Giovanni Chiola, Gennaro Cordasco, Luisa Gargano, ...
SIGMETRICS
2005
ACM
14 years 2 months ago
On lifetime-based node failure and stochastic resilience of decentralized peer-to-peer networks
—To model P2P networks that are commonly faced with high rates of churn and random departure decisions by end-users, this paper investigates the resilience of random graphs to li...
Derek Leonard, Vivek Rai, Dmitri Loguinov