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Active Learning with Statistical Models
https://mlg.eng.cam.ac.uk/pub/pdf/CohGhaJor94a.pdf13 Feb 2023: Cambridge, MA 02139. Abstract. For many types of learners one can compute the statistically "op-timal" way to select data. -
An Introduction to LP Relaxations for MAP Inference
https://mlg.eng.cam.ac.uk/adrian/2018-MLSALT4-AW2-LP.pdf16 Jul 2024: The rationalefor using an approximate solver is that especially in the beginning of the op-timization process the current relaxation is not a “tight” relaxation of the cutpolytope anyway.”. -
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https://mlg.eng.cam.ac.uk/zoubin/papers/compmod.pdf27 Jan 2023: MN w,XU4QTgU4%Xc_ 4[VQT]4Q;]QZ46[dU N op_[VU VQTa%od[V%D[dQ][VUOva N dUDU_ ZX[ZgV N ... $ %'&. Op. tim. al. Mix. ing. Pro. po. rtio. -
Split and Merge EM Algorithm for Improving Gaussian Mixture Density…
https://mlg.eng.cam.ac.uk/pub/pdf/UedNakGha00b.pdf13 Feb 2023: 5. Conclusion. We have shown how simultaneous split and merge op-erations can be used to move Gaussians from regionsof the space in which there are too many Gaussians toregions in ... 11, 1998, pp. 271–282. 8. N. Ueda and R. Nakano, “A New -
TibGM: A Transferable and Information-Based Graphical Model Approach…
https://mlg.eng.cam.ac.uk/adrian/ICML2019-TibGM.pdf16 Jul 2024: Kappen, H. Path integrals and symmetry breaking for op-timal control theory. -
SunGhaBan08b
https://mlg.eng.cam.ac.uk/pub/pdf/SunGhaBan08b.pdf13 Feb 2023: The SoLSVB algorithm gives an estimate of the op-timal of LSVB. -
Orthogonal Estimation of Wasserstein Distances Mark Rowland∗1 Jiri…
https://mlg.eng.cam.ac.uk/adrian/AISTATS19-slicedwasserstein.pdf16 Jul 2024: Genevay, A., Cuturi, M., Peyré, G., and Bach, F.(2016). Stochastic Optimization for Large-scale Op-timal Transport. ... 2018). Computational Op-timal Transport. arXiv. Pitié, F., Kokaram, A. C., and Dahyot, R. -
A Generative Model of Vector Space Semantics
https://mlg.eng.cam.ac.uk/pub/pdf/AndGha13a.pdf13 Feb 2023: Then,analysis corresponds to solving the following op-timization problem:. arg minx. log p(x|a,n; Θ). ... exact linear op-erations alone. -
Variational Inferen e for BayesianMixtures of Fa tor AnalysersZoubin…
https://mlg.eng.cam.ac.uk/pub/pdf/GhaBea99a.pdf13 Feb 2023: Assessing relevan e determination methods using DELVE. In C.M. Bish-op, editor, Neural Networks and Ma hine Learning, 97{129. -
Unsupervised Learning Latent Variable Time Series Models Zoubin…
https://mlg.eng.cam.ac.uk/zoubin/course05/lect4time.pdf27 Jan 2023: P Q R STU V WX Y. 9. AB C D EF G H IJK L M N OP Q R S TU V W X Y.
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