Fast two-sample testing with analytic representations of probability measures

Fast two-sample testing with analytic representations of probability measures

We propose a class of nonparametric two-sample tests with a cost linear in the sample size. Two tests are given, both based on an ensemble of distances between analytic functions representing each of the distributions. The first test uses smoothed empirical characteristic functions to represent the...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों:	Chwialkowski, K, Ramdas, A, Sejdinovic, D, Gretton, A
स्वरूप:	Conference item
प्रकाशित:	Massachusetts Institute of Technology Press 2015

समान संसाधन

Optimal kernel choice for large-scale two-sample tests
द्वारा: Gretton, A, और अन्य
प्रकाशित: (2012)

A kernel test for three-variable interactions
द्वारा: Sejdinovic, D, और अन्य
प्रकाशित: (2013)

Large-scale kernel methods for independence testing
द्वारा: Zhang, Q, और अन्य
प्रकाशित: (2017)

Hypothesis testing using pairwise distances and associated kernels
द्वारा: Sejdinovic, D, और अन्य
प्रकाशित: (2012)

A kernel log-rank test of independence for right-censored data
द्वारा: Fernández, T, और अन्य
प्रकाशित: (2021)

Equivalence of distance-based and RKHS-based statistics in hypothesis testing
द्वारा: Sejdinovic, D, और अन्य
प्रकाशित: (2013)

Bayesian kernel two-sample testing
द्वारा: Zhang, Q, और अन्य
प्रकाशित: (2022)

A differentially private kernel two-sample test
द्वारा: Raj, A, और अन्य
प्रकाशित: (2020)

Representation of complex probabilities and complex Gibbs sampling
द्वारा: Salcedo Lorenzo Luis
प्रकाशित: (2018-01-01)

On Wasserstein Two-Sample Testing and Related Families of Nonparametric Tests
द्वारा: Aaditya Ramdas, और अन्य
प्रकाशित: (2017-01-01)

Minimal informationally complete measurements for probability representation of quantum dynamics
द्वारा: V I Yashin, और अन्य
प्रकाशित: (2020-01-01)

Gradient-free Hamiltonian Monte Carlo with efficient Kernel exponential families
द्वारा: Strathmann, H, और अन्य
प्रकाशित: (2015)

Density of the set of probability measures with the martingale representation property
द्वारा: Kramkov, D, और अन्य
प्रकाशित: (2019)

Probability representations of a class of two-way diffusions
द्वारा: Clifford, P, और अन्य
प्रकाशित: (2002)

Fast Analytic Sampling Approximation from Cauchy Kernel
द्वारा: Youfa Li, और अन्य
प्रकाशित: (2016-01-01)

Alarm probabilities of simple tests of merger control: An analytic derivation
द्वारा: László Bokor
प्रकाशित: (2024-04-01)

Feature-to-feature regression for a two-step conditional independence test
द्वारा: Zhang, Q, और अन्य
प्रकाशित: (2017)

Impossibility of Fast Stable Approximation of Analytic Functions from Equispaced Samples.
द्वारा: Platte, R, और अन्य
प्रकाशित: (2011)

Probability Representation of Quantum States
द्वारा: Olga V. Man’ko, और अन्य
प्रकाशित: (2021-04-01)

Kernel-nased just-in-time learning for passing expectation propagation messages
द्वारा: Jitkrittum, W, और अन्य
प्रकाशित: (2015)

Even and Odd Cat States of Two and Three Qubits in the Probability Representation of Quantum Mechanics
द्वारा: Matyas Mechler, और अन्य
प्रकाशित: (2024-05-01)

Effect of pooled tracheal sample testing on the probability of Mycoplasma hyopneumoniae detection
द्वारा: Ana Paula Serafini Poeta Silva, और अन्य
प्रकाशित: (2024-05-01)

Analytic neutrino oscillation probabilities
द्वारा: Chee Sheng Fong
प्रकाशित: (2023-07-01)

Wigner function and the probability representation of quantum states
द्वारा: Man’ko Margarita A., और अन्य
प्रकाशित: (2014-01-01)

Analytical Parameters of an Amperometric Glucose Biosensor for Fast Analysis in Food Samples
द्वारा: Margalida Artigues, और अन्य
प्रकाशित: (2017-11-01)

Antenna Analytical Representation by a Two-Port Network
द्वारा: Peter L. Tokarsky
प्रकाशित: (2020-01-01)

Modern probability theory : an introductory text book /
द्वारा: 312533 Bhat, B. Ramdas
प्रकाशित: (1999)

Super-sampling with a reservoir
द्वारा: Paige, B, और अन्य
प्रकाशित: (2016)

Are baboons learning "orthographic" representations? Probably not.
द्वारा: Maja Linke, और अन्य
प्रकाशित: (2017-01-01)

Analytical Representation of Contours
द्वारा: Chaney, Ronald D.
प्रकाशित: (2004)

Power analysis, sample size calculation for testing the largest binomial probability
द्वारा: Thuan Nguyen, और अन्य
प्रकाशित: (2020-01-01)

Fast Estimation of Outcome Probabilities for Quantum Circuits
द्वारा: Hakop Pashayan, और अन्य
प्रकाशित: (2022-06-01)

Preparation of the Digital Elevation Model using open source Geographic Information Systems tools for 3D prints
द्वारा: Chwiałkowski Cyprian, और अन्य
प्रकाशित: (2024-01-01)

The Impact of Urban Public Transport on Residential Transaction Prices: A Case Study of Poznań, Poland
द्वारा: Cyprian Chwiałkowski, और अन्य
प्रकाशित: (2022-01-01)

Dissecting Bayes: Using influence measures to test normative use of probability density information derived from a sample.
द्वारा: Keiji Ota, और अन्य
प्रकाशित: (2024-05-01)

Analytic function methods in probability theory /
द्वारा: Gyires, B.
प्रकाशित: (1980)

Analytic Combinatorics for Computing Seeding Probabilities
द्वारा: Guillaume J. Filion
प्रकाशित: (2018-01-01)

Exact Probabilities and Confidence Limits for Binomial Samples: Applied to the Difference between Two Proportions
द्वारा: Lorentz Jäntschi, और अन्य
प्रकाशित: (2010-01-01)

Analytical and numerical studies of creation probabilities of hierarchical trees
द्वारा: S.S. Borysov, और अन्य
प्रकाशित: (2011-03-01)

Inverted Oscillator Quantum States in the Probability Representation
द्वारा: Olga V. Man’ko, और अन्य
प्रकाशित: (2023-01-01)