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High dimensional graphs and variable selection with the Lasso

by Nicolai Meinshausen, Peter Bühlmann - ANNALS OF STATISTICS , 2006
"... The pattern of zero entries in the inverse covariance matrix of a multivariate normal distribution corresponds to conditional independence restrictions between variables. Covariance selection aims at estimating those structural zeros from data. We show that neighborhood selection with the Lasso is a ..."
Abstract - Cited by 736 (22 self) - Add to MetaCart
is a computationally attractive alternative to standard covariance selection for sparse high-dimensional graphs. Neighborhood selection estimates the conditional independence restrictions separately for each node in the graph and is hence equivalent to variable selection for Gaussian linear models. We

Shape modeling with front propagation: A level set approach

by Ravikanth Malladi, James A. Sethian, Baba C. Vemuri - IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE , 1995
"... Shape modeling is an important constituent of computer vision as well as computer graphics research. Shape models aid the tasks of object representation and recognition. This paper presents a new approach to shape modeling which retains some of the attractive features of existing methods and over- ..."
Abstract - Cited by 808 (20 self) - Add to MetaCart
Shape modeling is an important constituent of computer vision as well as computer graphics research. Shape models aid the tasks of object representation and recognition. This paper presents a new approach to shape modeling which retains some of the attractive features of existing methods and over

Constraint propagation algorithms for temporal reasoning

by Marc Vilain, Henry Kautz, Peter Beek - Readings in Qualitative Reasoning about Physical Systems , 1986
"... Abstract: This paper revises and expands upon a paper presented by two of the present authors at AAAI 1986 [Vilain & Kautz 1986]. As with the original, this revised document considers computational aspects of intervalbased and point-based temporal representations. Computing the consequences of t ..."
Abstract - Cited by 428 (5 self) - Add to MetaCart
reasoning; of these, one of the most attractive is James Allen's algebra of temporal intervals [Allen 1983]. This representation scheme is particularly appealing for its simplicity and for its ease of implementation with constraint propagation algorithms. Reasoners based on

The exact security of digital signatures -- How to sign with RSA and Rabin

by Mihir Bellare, Phillip Rogaway , 1996
"... We describe an RSA-based signing scheme called PSS which combines essentially optimal efficiency with attractive security properties. Signing takes one RSA decryption plus some hashing, ..."
Abstract - Cited by 386 (17 self) - Add to MetaCart
We describe an RSA-based signing scheme called PSS which combines essentially optimal efficiency with attractive security properties. Signing takes one RSA decryption plus some hashing,

An Evaluation of Directory Schemes for Cache Coherence

by Anant Agarwal, Richard Simoni, John Hennessy, Mark Horowitz - In Proceedings of the 15th Annual International Symposium on Computer Architecture , 1988
"... The problem of cache coherence in shared-memory multiprocessors has been addressed using two basic approaches: directory schemes and snoopy cache schemes. Directory schemes have been given less attention in the past several years, while snoopy cache methods have become extremely popular. Directory s ..."
Abstract - Cited by 257 (19 self) - Add to MetaCart
schemes for cache coherence are potentially attractive in large multiprocessor systems that are beyond the scaling limits of the snoopy cache schemes. Slight modifications to directory schemes can make them competitive in performance with snoopy cache schemes for small multiprocessors. Trace driven

Partial parsing via finite-state cascades

by Steven Abney - Natural Language Engineering , 1996
"... Finite-state cascades represent an attractive architecture for parsing unrestricted text. Deterministic parsers specified by finite-state cascades are fast and reliable. They can be extended at modest cost to construct parse trees with finite feature structures. Finally, such deterministic parsers d ..."
Abstract - Cited by 340 (4 self) - Add to MetaCart
Finite-state cascades represent an attractive architecture for parsing unrestricted text. Deterministic parsers specified by finite-state cascades are fast and reliable. They can be extended at modest cost to construct parse trees with finite feature structures. Finally, such deterministic parsers

Pricing in Computer Networks: Reshaping the Research Agenda

by S. Shenker, D. Clark, D. Estrin, S. Herzog - ACM Computer Communication Review , 1996
"... As the Internet makes the transition from research testbed to commercial enterprise, the topic of pricing in computer networks has suddenly attracted great attention. Much of the discussion in the network design community and the popular press centers on the usage-based vs. fiat pricing debate. The ..."
Abstract - Cited by 236 (2 self) - Add to MetaCart
As the Internet makes the transition from research testbed to commercial enterprise, the topic of pricing in computer networks has suddenly attracted great attention. Much of the discussion in the network design community and the popular press centers on the usage-based vs. fiat pricing debate

Residue-residue potentials with a favorable contact pair term and an unfavorable high packing density term, for simulation and threading

by Sanzo Miyazawa, Robert L. Jernigan , 1996
"... Attractive inter-residue contact energies for proteins have been re-evaluated with the same assumptions and approximations used originally by us in 1985, but with a significantly larger set of protein crystal structures. An additional repulsive packing energy term, operative at higher densities to p ..."
Abstract - Cited by 236 (12 self) - Add to MetaCart
Attractive inter-residue contact energies for proteins have been re-evaluated with the same assumptions and approximations used originally by us in 1985, but with a significantly larger set of protein crystal structures. An additional repulsive packing energy term, operative at higher densities

Exact Evaluation Of Catmull-Clark Subdivision Surfaces At Arbitrary Parameter Values

by Jos Stam - Proceedings of SIGGRAPH , 1998
"... In this paper we disprove the belief widespread within the computer graphics community that Catmull-Clark subdivision surfaces cannot be evaluated directly without explicitly subdividing. We show that the surface and all its derivatives can be evaluated in terms of a set of eigenbasis functions whi ..."
Abstract - Cited by 225 (8 self) - Add to MetaCart
which depend only on the subdivision scheme and we derive analytical expressions for these basis functions. In particular, on the regular part of the control mesh where Catmull-Clark surfaces are bi-cubic B-splines, the eigenbasis is equal to the power basis. Also, our technique is both efficient

Peer-to-peer membership management for gossip-based protocols

by Ayalvadi J. Ganesh, Anne-Marie Kermarrec, Laurent Massoulié - IEEE TRANSACTIONS ON COMPUTERS , 2003
"... Gossip-based protocols for group communication have attractive scalability and reliability properties. The probabilistic gossip schemes studied so far typically assume that each group member has full knowledge of the global membership and chooses gossip targets uniformly at random. The requirement ..."
Abstract - Cited by 222 (23 self) - Add to MetaCart
Gossip-based protocols for group communication have attractive scalability and reliability properties. The probabilistic gossip schemes studied so far typically assume that each group member has full knowledge of the global membership and chooses gossip targets uniformly at random. The requirement
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