Research graph
References from Determinantal Point Processes for Machine Learning. Local targets link to admitted publications; unresolved targets remain external evidence.
Approximating maps for belief networks is NP-hard and other theorems
10.1016/s0004-3702(98)00043-5 · 1998 · External reference
Temporal Summaries of New Topics
10.1145/383952.383954 · 2001 · External reference
Area-interaction point processes
10.1007/bf01856536 · 1995 · External reference
Computing elementary symmetric functions and their derivatives: A didactic
10.1177/014662169602000206 · 1996 · External reference
Computational complexity of immanents and representations of the full linear group
10.1007/bf01077707 · 1990 · External reference
10.1007/0-387-31144-0_4
10.1007/0-387-31144-0_4 · 2006 · External reference
Unresolved reference
1999 · External reference
Some methods of statistical analysis for spatial data
1977 · External reference
Spatial statistics and Bayesian computation
1993 · External reference
Point process limits of lattice processes
1982 · External reference
Dynamic topic models
10.1145/1143844.1143859 · 2006 · External reference
Determinantal point processes
2009 · External reference
On adding a list of numbers (and other one-dependent determinantal processes)
2010 · External reference
Distributions on partitions, point processes, and the hypergeometric kernel
10.1007/s002200050815 · 2000 · External reference
Eynard-mehta theorem, schur process, and their pfaffian analogs
10.1007/s10955-005-7583-z · 2005 · External reference
Janossy densities, i. determinantal ensembles
10.1023/a:1026025003309 · 2003 · External reference
Pseudo-Boolean optimization
10.1016/s0166-218x(01)00341-9 · 2002 · External reference
Algorithm 659: Implementing Sobol’s quasirandom sequence generator
10.1145/42288.214372 · 1988 · External reference
Complexity and completeness of immanants
2003 · External reference
The computational complexity of immanants
10.1137/s0097539798367880 · 2000 · External reference
Local characteristics, entropy and limit theorems for spanning trees and domino tilings via transfer-impedances
1993 · External reference
A computational approach to edge detection
10.1109/tpami.1986.4767851 · 1986 · External reference
The use of MMR, diversity-based reranking for reordering documents and producing summaries
10.1145/290941.291025 · 1998 · External reference
On the theory of determinants
1843 · External reference
Submodular function maximization via the multilinear relaxation and contention resolution schemes
10.1145/1993636.1993740 · 2011 · External reference
Less is more: Probabilistic models for retrieving fewer relevant documents
2006 · External reference
Query based event extraction along a timeline
10.1145/1008992.1009065 · 2004 · External reference
On selecting a maximum volume sub-matrix of a matrix and related problems
10.1016/j.tcs.2009.06.018 · 2009 · External reference
Left-brain/right-brain multi-document summarization
2004 · External reference
The computational complexity of probabilistic inference using Bayesian belief networks
10.1016/0004-3702(90)90060-d · 1990 · External reference
Approximating probabilistic inference in Bayesian belief networks is NP-hard
10.1016/0004-3702(93)90036-b · 1993 · External reference
Unresolved reference
2003 · External reference
10.1007/978-0-387-49835-5
10.1007/978-0-387-49835-5 · 2008 · External reference
Overview of DUC 2005
2005 · External reference
Efficient volume sampling for row/column subset selection
10.1109/focs.2010.38 · 2010 · External reference
Patterns in eigenvalues: The 70th Josiah Willard Gibbs lecture
10.1090/s0273-0979-03-00975-3 · 2003 · External reference
Immanants and finite point processes
10.1006/jcta.2000.3097 · 2000 · External reference
On parameter estimation for pairwise interaction point processes
1994 · External reference
A nonparametric estimator for pairwise-interaction point processes
10.1093/biomet/74.4.763 · 1987 · External reference
Statistical theory of the energy levels of complex systems, i
10.1063/1.1703773 · 1962 · External reference
Statistical theory of the energy levels of complex systems, ii
1962 · External reference
Statistical theory of the energy levels of complex systems, iii
10.1063/1.1703775 · 1962 · External reference
LexRank: Graph-based lexical centrality as salience in text summarization
10.1613/jair.1523 · 2004 · External reference
Hyperdeterminantal point processes
10.1007/s00184-008-0209-0 · 2009 · External reference
Random sequential adsorption
10.1016/0022-5193(80)90358-6 · 1980 · External reference
A threshold of In n for approximating set cover
10.1145/285055.285059 · 1998 · External reference
Maximizing non-monotone sub-modular functions
10.1109/focs.2007.29 · 2007 · External reference
Nonmonotone submodular maximization via a structural continuous greedy algorithm
10.1007/978-3-642-22006-7_29 · 2011 · External reference
A unified continuous greedy algorithm for submodular maximization
2011 · External reference
Pictorial structures for object recognition
10.1023/b:visi.0000042934.15159.49 · 2005 · External reference
Maximum density of random placing of membrane particles
10.1038/278443a0 · 1979 · External reference
The representation and matching of pictorial structures
1973 · External reference
10.1007/bfb0121195
10.1007/bfb0121195 · 1978 · External reference
Unresolved reference
1989 · External reference
Unresolved reference
2010 · External reference
Submodular maximization by simulated annealing
2011 · External reference
Discovering diverse and salient threads in document collections
2012 · External reference
Statistical ensembles of complex, quaternion, and real matrices
10.1063/1.1704292 · 1965 · External reference
Minimum Bayes-risk automatic speech recognition
10.1006/csla.2000.0138 · 2000 · External reference
English Gigaword
2009 · External reference
A theorem about random fields
10.1112/blms/5.1.81 · 1973 · External reference
An algorithm for the second immanant
10.1090/s0025-5718-1984-0758206-7 · 1984 · External reference
Characterization results and Markov chain Monte Carlo algorithms including exact simulation for some spatial point processes
10.2307/3318694 · 1999 · External reference
On the efficiency of certain quasi-random sequences of points in evaluating multi-dimensional integrals
10.1007/bf01386213 · 1960 · External reference
On the complexity of immanants
10.1080/03081088508817680 · 1985 · External reference
Geometry of random sequential adsorption
10.1007/bf01011908 · 1986 · External reference
Funktionen von beschränkter variatiou in der theorie der gle-ichverteilung
10.1007/bf02415361 · 1961 · External reference
Determinantal processes and independence
10.1214/154957806000000078 · 2006 · External reference
Likelihood-based inference for matérn type-iii repulsive point processes
10.1239/aap/1261669580 · 2009 · External reference
Exact optimization for Markov random fields with convex priors
10.1109/tpami.2003.1233908 · 2003 · External reference
Pseudolikelihood for exponential family models of spatial point processes
10.1214/aoap/1177005877 · 1991 · External reference
Non-intersecting paths, random tilings and random matrices
10.1007/s004400100187 · 2002 · External reference
Determinantal processes with number variance saturation
10.1007/s00220-004-1186-4 · 2004 · External reference
The arctic circle boundary and the airy process
10.1214/009117904000000937 · 2005 · External reference
Random matrices and determinantal processes
2005 · External reference
Extensions of Lipschitz mappings into a Hilbert space
1984 · External reference
An exact algorithm for maximum entropy sampling
10.1287/opre.43.4.684 · 1995 · External reference
Unresolved reference
2009 · External reference
What energy functions can be minimized via graph cuts?
10.1109/tpami.2004.1262177 · 2004 · External reference
A note on the budgeted maximization of sub-modular functions
2005 · External reference
Near-optimal map inference for determinantal point processes
2012 · External reference
Structured learning with approximate inference
2008 · External reference
Structured determinantal point processes
2010 · External reference
k-DPPs: Fixed-size determinantal point processes
2011 · External reference
Learning determinantal point processes
2011 · External reference
Unresolved reference
2002 · External reference
Minimum Bayes-risk decoding for statistical machine translation
2004 · External reference
Unresolved reference
2001 · External reference
Local computations with probabilities on graphical structures and their application to expert systems
1988 · External reference
Non-monotone sub-modular maximization under matroid and knapsack constraints
2009 · External reference
Meme-tracking and the dynamics of the news cycle
10.1145/1557019.1557077 · 2009 · External reference
First-and second-order expectation semirings with applications to minimum-risk training on translation forests
10.3115/1699510.1699517 · 2009 · External reference
Rouge: A package for automatic evaluation of summaries
2004 · External reference
Multi-document summarization via budgeted maximization of submodular functions
2010 · External reference
Unresolved reference
2012 · External reference
Object recognition from local scale-invariant features
10.1109/iccv.1999.790410 · 1999 · External reference
Determinantal probability measures
10.1007/s10240-003-0016-0 · 2003 · External reference
The coincidence approach to stochastic point processes
10.2307/1425855 · 1975 · External reference
Near optimal dimensionality reductions that preserve volumes
10.1007/978-3-540-85363-3_41 · 2008 · External reference
Spatial variation. Stochastic models and their application to some problems in forest surveys and other sampling investigations
1960 · External reference
10.1007/978-1-4615-7892-5
10.1007/978-1-4615-7892-5 · 1986 · External reference
Automating the construction of internet portals with machine learning
10.1023/a:1009953814988 · 2002 · External reference
The permanental process
10.1239/aap/1165414583 · 2006 · External reference
On the density of eigenvalues of a random matrix
10.1016/0029-5582(60)90414-4 · 1960 · External reference
Discovering evolutionary theme patterns from text: An exploration of temporal text mining
10.1145/1081870.1081895 · 2005 · External reference
Perfect simulation and moment properties for the matérn type III process
10.1016/j.spa.2010.06.002 · 2010 · External reference
Unresolved reference
2004 · External reference
Modern statistics for spatial point processes
10.1111/j.1467-9469.2007.00569.x · 2007 · External reference
Unresolved reference
1999 · External reference
An analysis of approximations for maximizing submodular set functions
10.1007/bf01588971 · 1978 · External reference
A compositional context sensitive multi-document summarizer: Exploring the factors that influence summarization
10.1145/1148170.1148269 · 2006 · External reference
Unresolved reference
1992 · External reference
Updating quasi-Newton matrices with limited storage
10.1090/s0025-5718-1980-0572855-7 · 1980 · External reference
Likelihood analysis of spatial point patterns
10.1111/j.2517-6161.1984.tb01322.x · 1984 · External reference
Estimation of interaction potentials of marked spatial point patterns through the maximum likelihood method
10.2307/2530867 · 1985 · External reference
Infinite wedge and random partitions
10.1007/pl00001398 · 2001 · External reference
Correlation function of Schur process with application to local geometry of a random 3-dimensional young diagram
10.1090/s0894-0347-03-00425-9 · 2003 · External reference
Building the gist of a scene: The role of global image features in recognition
10.1016/s0079-6123(06)55002-2 · 2006 · External reference
Reverend bayes on inference engines: A distributed hierarchical approach
1982 · External reference
10.1007/bfb0080563
10.1007/bfb0080563 · 1976 · External reference
Learning diverse rankings with multi-armed bandits
10.1145/1390156.1390255 · 2008 · External reference
Learning to diversify from implicit feedback
2012 · External reference
Review of new experimental techniques for investigating random sequential adsorption
10.1007/bf01052813 · 1993 · External reference
Unresolved reference
1991 · External reference
Markov point processes
10.1112/jlms/s2-15.1.188 · 1977 · External reference
Adaptive pose priors for pictorial structures
10.1109/cvpr.2010.5540182 · 2010 · External reference
A combinatorial algorithm minimizing submodular functions in strongly polynomial time
10.1006/jctb.2000.1989 · 2000 · External reference
Connecting the dots between news articles
10.1145/1835804.1835884 · 2010 · External reference
Trains of thought: Generating information maps
10.1145/2187836.2187957 · 2012 · External reference
Finding maps for belief networks is NP-hard
10.1016/0004-3702(94)90072-8 · 1994 · External reference
10.1007/978-1-4613-0269-8_3
10.1007/978-1-4613-0269-8_3 · 2000 · External reference
Random point fields associated with certain fred-holm determinants ii: Fermion shifts and their ergodic and gibbs properties
10.1214/aop/1055425789 · 2003 · External reference
Random point fields associated with certain Fredholm determinants i: fermion, poisson and boson point processes
10.1016/s0022-1236(03)00171-x · 2003 · External reference
On the distribution of points in a cube and the approximate evaluation of integrals
1967 · External reference
On quasi-Monte Carlo integrations
10.1016/s0378-4754(98)00096-2 · 1998 · External reference
New outer bounds on the marginal polytope
2007 · External reference
Determinantal random point fields
10.1070/rm2000v055n05abeh000321 · 2000 · External reference
On one of matérn’s hard-core point process models
10.1002/mana.19851220121 · 1985 · External reference
A model for clustering
10.1093/biomet/62.2.467 · 1975 · External reference
Essential pages
2009 · External reference
TimeMines: Constructing timelines with statistical models of word usage
2000 · External reference
Dynamics of random sequential adsorption
10.1103/physreva.24.504 · 1981 · External reference
On random complete packing by discs
10.1007/bf02480293 · 1979 · External reference
A probing method for computing the diagonal of a matrix inverse
2011 · External reference
Determinantal processes
2009 · External reference
Learning associative Markov networks
2004 · External reference
The complexity of computing the permanent
10.1016/0304-3975(79)90044-6 · 1979 · External reference
Markov point processes and their applications
2000 · External reference
10.1007/978-1-4757-3264-1
10.1007/978-1-4757-3264-1 · 2000 · External reference
VLFeat: An open and portable library of computer vision algorithms
2008 · External reference
10.1090/dimacs/065
10.1090/dimacs/065 · 2005 · External reference
Alpha-permanents and their applications to multivariate gamma, negative binomial and ordinary binomial distributions
1997 · External reference
Submodular function maximization via the multilinear relaxation and contention resolution schemes
2011 · External reference
Multilingual topic detection and tracking: Successful research enabled by Corpora and evaluation
2000 · External reference
Evolutionary timeline summarization: A balanced optimization framewo rk via iterative substitution
10.1145/2009916.2010016 · 2011 · External reference
Linear programming relaxations and belief propagation — an empirical study
2006 · External reference
Approximate inference and protein folding
2002 · External reference
Predicting diverse subsets using structural SVMs
10.1145/1390156.1390310 · 2008 · External reference
Beyond independent relevance: Methods and evaluation metrics for subtopic retrieval
2003 · External reference
