Fixed-point algorithms for learning determinantal point processes
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[1] Suvrit Sra,et al. Fixed-point algorithms for determinantal point processes , 2015, ArXiv.
[2] Levent Tunçel,et al. Optimization algorithms on matrix manifolds , 2009, Math. Comput..
[3] O. Macchi. The coincidence approach to stochastic point processes , 1975, Advances in Applied Probability.
[4] R. Lyons. Determinantal probability measures , 2002, math/0204325.
[5] Ben Taskar,et al. Learning Determinantal Point Processes , 2011, UAI.
[6] K. Schittkowski,et al. NONLINEAR PROGRAMMING , 2022 .
[7] Ben Taskar,et al. Determinantal Point Processes for Machine Learning , 2012, Found. Trends Mach. Learn..
[8] Yi-Cheng Zhang,et al. Solving the apparent diversity-accuracy dilemma of recommender systems , 2008, Proceedings of the National Academy of Sciences.
[9] Bamdev Mishra,et al. Manopt, a matlab toolbox for optimization on manifolds , 2013, J. Mach. Learn. Res..
[10] Ben Taskar,et al. Expectation-Maximization for Learning Determinantal Point Processes , 2014, NIPS.
[11] Suvrit Sra,et al. Conic Geometric Optimization on the Manifold of Positive Definite Matrices , 2013, SIAM J. Optim..
[12] Hui Lin,et al. Learning Mixtures of Submodular Shells with Application to Document Summarization , 2012, UAI.
[13] Alan L. Yuille,et al. The Concave-Convex Procedure , 2003, Neural Computation.
[14] Andreas Krause,et al. Near-Optimal Sensor Placements in Gaussian Processes: Theory, Efficient Algorithms and Empirical Studies , 2008, J. Mach. Learn. Res..
[15] K. Deimling. Fixed Point Theory , 2008 .
[16] Ben Taskar,et al. Nystrom Approximation for Large-Scale Determinantal Processes , 2013, AISTATS.
[17] Boris Polyak,et al. Constrained minimization methods , 1966 .
[18] Y. Peres,et al. Determinantal Processes and Independence , 2005, math/0503110.
[19] Ben Taskar,et al. Learning the Parameters of Determinantal Point Process Kernels , 2014, ICML.
[20] R. Bhatia. Positive Definite Matrices , 2007 .
[21] Ben Taskar,et al. Approximate Inference in Continuous Determinantal Point Processes , 2013, ArXiv.
[22] Ben Taskar,et al. k-DPPs: Fixed-Size Determinantal Point Processes , 2011, ICML.
[23] Ben Taskar,et al. Near-Optimal MAP Inference for Determinantal Point Processes , 2012, NIPS.