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1904.05886 2019-04-15 stat.CO 50%

Markov chain Monte Carlo importance samplers for Bayesian models with intractable likelihoods

Jordan Franks

专题命中效率与蒸馏：diffusion(abstract)

Comments 41 pages. Introductory part of doctoral dissertation. Involves previous joint works with Matti Vihola, Jouni Helske, Ajay Jasra, and Kody J.H. Law. PhD thesis, University of Jyväskylä, 2019. Available online at http://urn.fi/URN:ISBN:978-951-39-7738-2

1808.02814 2019-03-26 eess.IV cs.LG stat.ML 50%

Highly Accelerated Multishot EPI through Synergistic Machine Learning and Joint Reconstruction

Berkin Bilgic, Itthi Chatnuntawech, Mary Kate Manhard, Qiyuan Tian, Congyu Liao, Stephen F. Cauley, Susie Y. Huang, Jonathan R. Polimeni, Lawrence L. Wald, Kawin Setsompop

专题命中效率与蒸馏：diffusion(abstract)

1902.08205 2019-03-06 astro-ph.HE 50%

Particle acceleration and synchrotron self-Compton emission in blazar jets I : an application to the quiescent emission

Y. G. Zheng, S. J. Kang, C. Y. Yang, J. M. Bai

专题命中效率与蒸馏：diffusion(abstract)

Comments Accepted for publication in ApJ. 12 pages, 5 figures, 1 tables. arXiv admin note: text overlap with arXiv:1610.04569 by other authors

1810.11900 2019-03-06 stat.AP cs.SI physics.soc-ph 50%

Cultural transmission modes of music sampling traditions remain stable despite delocalization in the digital age

Mason Youngblood

专题命中效率与蒸馏：diffusion(abstract)

1810.06758 2019-02-27 stat.ML cs.LG 50%

Discriminator Rejection Sampling

Samaneh Azadi, Catherine Olsson, Trevor Darrell, Ian Goodfellow, Augustus Odena

专题命中效率与蒸馏：image generation(abstract)

Comments Published as a conference paper at ICLR 2019

1805.09598 2019-02-27 physics.flu-dyn math.DS physics.comp-ph 50%

An Efficient Numerical Framework for Fiber Spinning Scenarios with Evaporation Effects in Airflows

Manuel Wieland, Walter Arne, Robert Feßler, Nicole Marheineke, Raimund Wegener

专题命中效率与蒸馏：diffusion(abstract)

1804.11157 2019-02-19 math.NA cs.NA stat.CO 50%

Fast sampling of parameterised Gaussian random fields

Jonas Latz, Marvin Eisenberger, Elisabeth Ullmann

专题命中效率与蒸馏：diffusion(abstract)

Comments 35 pages

Journal ref Comput. Methods Appl. Mech. Engrg. (2019)

1804.09610 2019-01-17 physics.chem-ph 50%

Perturbatively selected configuration-interaction wave functions for efficient geometry optimization in quantum Monte Carlo

Monika Dash, Saverio Moroni, Anthony Scemama, Claudia Filippi

专题命中效率与蒸馏：diffusion(abstract)

Journal ref Journal of Chemical Theory and Computation 14 (2018) 4176-4182

1807.09382 2018-12-27 math.PR cs.LG math.ST stat.TH 50%

On sampling from a log-concave density using kinetic Langevin diffusions

Arnak S. Dalalyan, Lionel Riou-Durand

专题命中效率与蒸馏：diffusion(abstract)

Comments In this version, the bound in Theorem 3 is better than in previous versions, in terms of its dependence on the condition number

1710.02736 2018-12-03 cs.LG cs.DS math.PR stat.ML 50%

Beyond Log-concavity: Provable Guarantees for Sampling Multi-modal Distributions using Simulated Tempering Langevin Monte Carlo

Rong Ge, Holden Lee, Andrej Risteski

专题命中效率与蒸馏：diffusion(abstract)

Comments 53 pages

1808.04356 2018-11-20 astro-ph.HE physics.plasm-ph 50%

Analytical estimates of proton acceleration in laser-produced turbulent plasmas

Konstantin Beyer, Brian Reville, Archie Bott, Hye-Sook Park, Subir Sarkar, Gianluca Gregori

专题命中效率与蒸馏：diffusion(abstract)

Comments 7 pages, 6 figures; Added missing plasma parameters in Table 1, improved consideration of additional broadening

Journal ref J. Plasma Phys. 84 (2018) 905840608

1811.06585 2018-11-19 physics.bio-ph physics.chem-ph 50%

Mechanical Acceleration of Capture and Detection Rate of DNA Molecules by Motorizing Bio-Opto-Plasmonic Microsensors

Jianhe Guo, Kwanoh Kim, Peter Vandeventer, Donglei, Fan

专题命中效率与蒸馏：diffusion(abstract)

1806.07137 2018-10-29 stat.CO cs.LG stat.ML 50%

Large-Scale Stochastic Sampling from the Probability Simplex

Jack Baker, Paul Fearnhead, Emily B Fox, Christopher Nemeth

专题命中效率与蒸馏：diffusion(abstract)

Comments Accepted to Advances in Neural Information Processing Systems (2018)

1807.03427 2018-10-08 astro-ph.SR astro-ph.HE physics.plasm-ph physics.space-ph 50%

Large-scale Compression Acceleration during Magnetic Reconnection in a Low-$β$ Plasma

Xiaocan Li, Fan Guo, Hui Li, Shengtai Li

专题命中效率与蒸馏：diffusion(abstract)

Comments 26 pages, 8 figures, ApJ

1805.02329 2018-09-12 cond-mat.mes-hall cond-mat.mtrl-sci 50%

Highly efficient spin current generation by the spin Hall effect in Au$_{1-x}$Pt$_x$

Lijun Zhu, Daniel. C. Ralph, Robert A. Buhrman

专题命中效率与蒸馏：diffusion(abstract)

Journal ref Phys. Rev. Applied 10, 031001 (2018)

1612.07583 2018-09-07 math.ST stat.TH 50%

Sampling normalizing constants in high dimensions using inhomogeneous diffusions

Christophe Andrieu, James Ridgway, Nick Whiteley

专题命中效率与蒸馏：diffusion(abstract)

1808.09519 2018-09-05 cond-mat.stat-mech physics.chem-ph physics.comp-ph physics.data-an 50%

Riemann metric approach to optimal sampling of multidimensional free-energy landscapes

Viveca Lindahl, Jack Lidmar, Berk Hess

专题命中效率与蒸馏：diffusion(abstract)

Comments 13 pages

Journal ref Phys. Rev. E 98, 023312 (2018)

1710.02232 2018-09-05 cond-mat.stat-mech 50%

Efficient Reactive Brownian Dynamics

Aleksandar Donev, Chiao-Yu Yang, Changho Kim

专题命中效率与蒸馏：diffusion(abstract)

Comments To appear in J. Chem. Phys

Journal ref J. Chem. Phys. 148, 034103 (2018)

1808.09755 2018-08-30 math.PR 50%

A general weak and strong error analysis of the recursive quantization with an application to jump diffusions

Gilles Pagès, Abass Sagna

专题命中效率与蒸馏：diffusion(abstract)

1806.01232 2018-08-08 cond-mat.stat-mech cond-mat.str-el 50%

Stochastic lists: Sampling multi-variable functions with population methods

Lode Pollet, Nikolay V. Prokof'ev, Boris V. Svistunov

专题命中效率与蒸馏：diffusion(abstract)

Comments 7 pages, 5 figures

Journal ref Phys. Rev. B 98, 085102 (2018)

1709.01179 2018-08-02 stat.ML 50%

Continuous-Time Flows for Efficient Inference and Density Estimation

Changyou Chen, Chunyuan Li, Liqun Chen, Wenlin Wang, Yunchen Pu, Lawrence Carin

专题命中效率与蒸馏：diffusion(abstract)

Comments ICML 2018 (fixed a reference)

1806.01699 2018-07-25 astro-ph.GA astro-ph.SR 50%

An efficient method for determining the chemical evolution of gravitationally collapsing prestellar cores

F. D. Priestley, S. Viti, D. A. Williams

专题命中效率与蒸馏：diffusion(abstract)

Comments Accepted by AJ. Author accepted manuscript. Accepted 29/05/2018, deposited 05/06/2018

1805.11063 2018-07-23 cs.LG stat.ML 50%

Theory and Experiments on Vector Quantized Autoencoders

Aurko Roy, Ashish Vaswani, Arvind Neelakantan, Niki Parmar

专题命中效率与蒸馏：image generation(abstract)

1805.09953 2018-07-11 astro-ph.HE 50%

Blazar Spectra with Hard-sphere-like Acceleration of Electrons

Katsuaki Asano, Masaaki Hayashida

专题命中效率与蒸馏：diffusion(abstract)

Comments 7 pages, 7 figures, accepted for ApJ

1805.07976 2018-06-04 math.PR 50%

A New Efficient Explicit Scheme of Order $1.5$ for SDE with Super-linear Drift Coefficient

Tejinder Kumar, Chaman Kumar

专题命中效率与蒸馏：diffusion(abstract)

Comments Major changes required

1702.00212 2018-05-23 physics.ins-det 50%

Efficient Charge Collection in Coplanar Grid Radiation Detectors

Jan Kunc, Petr Praus, Eduard Belas, Václav Dědič, Jakub Pekárek, Roman Grill

专题命中效率与蒸馏：diffusion(abstract)

Comments 7 pages, 8 figures, regular article

Journal ref Phys. Rev. Applied 9, 054020 (2018)

1706.05935 2018-05-14 q-fin.CP 50%

Speed and biases of Fourier-based pricing choices: A numerical analysis

Ricardo Crisóstomo

专题命中效率与蒸馏：diffusion(abstract)

Comments This is an Accepted Manuscript of an article published by Taylor & Francis in International Journal of Computer Mathematics on 10 May 2017

1704.07661 2018-05-08 cs.IT eess.SP math.IT 50%

Graph Sampling for Covariance Estimation

Sundeep Prabhakar Chepuri, Geert Leus

专题命中效率与蒸馏：inpainting(abstract)

Comments Under peer review for Jour. of Sel. Topics in Signal Proc. (special issue on graph signal processing), Nov. 2016

1712.02883 2018-04-25 astro-ph.HE physics.comp-ph physics.plasm-ph 50%

Perpendicular relativistic shocks in magnetized pair plasma

Illya Plotnikov, Anna Grassi, Mickael Grech

专题命中效率与蒸馏：diffusion(abstract)

Comments 23 pages, 18 figures, 2 appendices, to appear in MNRAS

1708.00459 2018-04-25 cond-mat.stat-mech cond-mat.soft physics.chem-ph 50%

Importance sampling large deviations in nonequilibrium steady states. I

Ushnish Ray, Garnet Kin-Lic Chan, David T. Limmer

专题命中效率与蒸馏：diffusion(abstract)

Comments Published in JCP

1. 效率与蒸馏 2544 篇

Markov chain Monte Carlo importance samplers for Bayesian models with intractable likelihoods

Highly Accelerated Multishot EPI through Synergistic Machine Learning and Joint Reconstruction

Particle acceleration and synchrotron self-Compton emission in blazar jets I : an application to the quiescent emission

Cultural transmission modes of music sampling traditions remain stable despite delocalization in the digital age

Discriminator Rejection Sampling

An Efficient Numerical Framework for Fiber Spinning Scenarios with Evaporation Effects in Airflows

Fast sampling of parameterised Gaussian random fields

Perturbatively selected configuration-interaction wave functions for efficient geometry optimization in quantum Monte Carlo

On sampling from a log-concave density using kinetic Langevin diffusions

Beyond Log-concavity: Provable Guarantees for Sampling Multi-modal Distributions using Simulated Tempering Langevin Monte Carlo

Analytical estimates of proton acceleration in laser-produced turbulent plasmas

Mechanical Acceleration of Capture and Detection Rate of DNA Molecules by Motorizing Bio-Opto-Plasmonic Microsensors

Large-Scale Stochastic Sampling from the Probability Simplex

Large-scale Compression Acceleration during Magnetic Reconnection in a Low-$β$ Plasma

Highly efficient spin current generation by the spin Hall effect in Au$_{1-x}$Pt$_x$

Sampling normalizing constants in high dimensions using inhomogeneous diffusions

Riemann metric approach to optimal sampling of multidimensional free-energy landscapes

Efficient Reactive Brownian Dynamics

A general weak and strong error analysis of the recursive quantization with an application to jump diffusions

Stochastic lists: Sampling multi-variable functions with population methods

Continuous-Time Flows for Efficient Inference and Density Estimation

An efficient method for determining the chemical evolution of gravitationally collapsing prestellar cores

Theory and Experiments on Vector Quantized Autoencoders

Blazar Spectra with Hard-sphere-like Acceleration of Electrons

A New Efficient Explicit Scheme of Order $1.5$ for SDE with Super-linear Drift Coefficient

Efficient Charge Collection in Coplanar Grid Radiation Detectors

Speed and biases of Fourier-based pricing choices: A numerical analysis

Graph Sampling for Covariance Estimation

Perpendicular relativistic shocks in magnetized pair plasma

Importance sampling large deviations in nonequilibrium steady states. I