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3,376
Large margin methods for structured and interdependent output variables
 JOURNAL OF MACHINE LEARNING RESEARCH
, 2005
"... Learning general functional dependencies between arbitrary input and output spaces is one of the key challenges in computational intelligence. While recent progress in machine learning has mainly focused on designing flexible and powerful input representations, this paper addresses the complementary ..."
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Cited by 624 (12 self)
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to accomplish this, we propose to appropriately generalize the wellknown notion of a separation margin and derive a corresponding maximummargin formulation. While this leads to a quadratic program with a potentially prohibitive, i.e. exponential, number of constraints, we present a cutting plane algorithm
Compactifying the space of stable maps
 electronic), 2002. OLSSON AND STARR
"... Abstract. In this paper we study a notion of twisted stable map, from a curve to a tame Deligne–Mumford stack, which generalizes the wellknown notion of stable map to a projective variety. Contents ..."
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Cited by 182 (23 self)
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Abstract. In this paper we study a notion of twisted stable map, from a curve to a tame Deligne–Mumford stack, which generalizes the wellknown notion of stable map to a projective variety. Contents
A densitybased algorithm for discovering clusters in large spatial databases with noise
, 1996
"... Clustering algorithms are attractive for the task of class identification in spatial databases. However, the application to large spatial databases rises the following requirements for clustering algorithms: minimal requirements of domain knowledge to determine the input parameters, discovery of clu ..."
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Cited by 1786 (70 self)
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of clusters with arbitrary shape and good efficiency on large databases. The wellknown clustering algorithms offer no solution to the combination of these requirements. In this paper, we present the new clustering algorithm DBSCAN relying on a densitybased notion of clusters which is designed to discover
A FormulaeasTypes Notion of Control
 In Conference Record of the Seventeenth Annual ACM Symposium on Principles of Programming Languages
, 1990
"... The programming language Scheme contains the control construct call/cc that allows access to the current continuation (the current control context). This, in effect, provides Scheme with firstclass labels and jumps. We show that the wellknown formulaeastypes correspondence, which relates a constr ..."
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Cited by 294 (0 self)
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The programming language Scheme contains the control construct call/cc that allows access to the current continuation (the current control context). This, in effect, provides Scheme with firstclass labels and jumps. We show that the wellknown formulaeastypes correspondence, which relates a
Modelchecking algorithms for continuoustime Markov chains
 IEEE TRANSACTIONS ON SOFTWARE ENGINEERING
, 2003
"... Continuoustime Markov chains (CTMCs) have been widely used to determine system performance and dependability characteristics. Their analysis most often concerns the computation of steadystate and transientstate probabilities. This paper introduces a branching temporal logic for expressing realt ..."
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Cited by 235 (48 self)
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(bisimulation), a wellknown notion for aggregating CTMCs, preserves the validity of all formulas in the logic.
Ondemand Multipath Distance Vector Routing in Ad Hoc Networks
 in Proceedings of IEEE International Conference on Network Protocols (ICNP
, 2001
"... We develop an ondemand, multipath distance vector protocol for mobile ad hoc networks. Specifically, we propose multipath extensions to a wellstudied single path routing protocol known as Ad hoc Ondemand Distance Vector (AODV). The resulting protocol is referred to as Ad hoc Ondemand Multipath Di ..."
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Cited by 360 (3 self)
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We develop an ondemand, multipath distance vector protocol for mobile ad hoc networks. Specifically, we propose multipath extensions to a wellstudied single path routing protocol known as Ad hoc Ondemand Distance Vector (AODV). The resulting protocol is referred to as Ad hoc Ondemand Multipath
IN HIS wellknown contrast of the Utilitarian philosopher Jeremy Bentham
"... lights Coleridge's commitment to hermeneutics: 'By Bentham beyond all others, ' writes Mill, 'men have been led to ask themselves in regard to any ancient or received opinion, Is it true? ' but 'by Coleridge, what is the meaning of it?'1 Mill goes on to specify the ..."
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(de Man), or for its seemingly private, aestheticizing disregard of society and history (Lentricchia).3 Such attacks have focused on Coleridge's notion of the literary 'symbol, ' which (following German Romantic precedent) he distinguished from mere 'allegory. ' In After
Complexity and Applications of EdgeInduced VertexCuts
, 2006
"... Motivated by hypergraph decomposition algorithms, we introduce the notion of edgeinduced vertexcuts and compare it with the wellknown notions of edgecuts and vertexcuts. We investigate the complexity of computing minimum edgeinduced vertexcuts and demonstrate the usefulness of our notion by ..."
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Cited by 2 (0 self)
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Motivated by hypergraph decomposition algorithms, we introduce the notion of edgeinduced vertexcuts and compare it with the wellknown notions of edgecuts and vertexcuts. We investigate the complexity of computing minimum edgeinduced vertexcuts and demonstrate the usefulness of our notion
Dual Homogeneous Forms and Varieties of Power Sums
 MILAN JOURNAL OF MATHEMATICS
, 2004
"... We review the classical definition of the dual homogeneous form of arbitrary even degree which generalizes the wellknown notion of the dual quadratic form. Following the ideas of S. Mukai we apply this construction to the study of the varieties parametrizing representations of a homogeneous polyno ..."
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Cited by 7 (0 self)
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We review the classical definition of the dual homogeneous form of arbitrary even degree which generalizes the wellknown notion of the dual quadratic form. Following the ideas of S. Mukai we apply this construction to the study of the varieties parametrizing representations of a homogeneous
Cocycles on tropical varieties via piecewise polynomials
, 2011
"... We use piecewise polynomials to define tropical cocycles generalising the wellknown notion of Cartier divisors to higher codimensions. We also introduce an intersection product of cocycles with tropical cycles and prove that this gives rise to a Poincaré duality in some cases. ..."
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Cited by 5 (1 self)
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We use piecewise polynomials to define tropical cocycles generalising the wellknown notion of Cartier divisors to higher codimensions. We also introduce an intersection product of cocycles with tropical cycles and prove that this gives rise to a Poincaré duality in some cases.
Results 1  10
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