Παρακολούθηση
Kolyan Ray
Kolyan Ray
Senior Lecturer in Statistics, Imperial College London
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα ic.ac.uk - Αρχική σελίδα
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
Variational Bayes for high-dimensional linear regression with sparse priors
K Ray, B Szabó
Journal of the American Statistical Association 117 (539), 1270-1281, 2022
1392022
Bayesian inverse problems with non-conjugate priors
K Ray
Electronic Journal of Statistics 7, 2516-2549, 2013
1012013
Adaptive Bernstein-von Mises theorems in Gaussian white noise
K Ray
The Annals of Statistics 45 (6), 2511-2536, 2017
76*2017
Nonparametric statistical inference for drift vector fields of multi-dimensional diffusions
R Nickl, K Ray
The Annals of Statistics 48 (3), 1383-1408, 2020
662020
Semiparametric Bayesian causal inference
K Ray, A van der Vaart
Annals of Statistics 48 (5), 2999-3020, 2020
45*2020
Spike and slab variational Bayes for high dimensional logistic regression
K Ray, B Szabo, G Clara
Advances in Neural Information Processing Systems 33, 2020
412020
Nonparametric Bayesian inference for reversible multidimensional diffusions
M Giordano, K Ray
The Annals of Statistics 50 (5), 2872-2898, 2022
212022
Debiased Bayesian inference for average treatment effects
K Ray, B Szabó
Advances in Neural Information Processing Systems, 11952-11962, 2019
162019
Minimax theory for a class of non-linear statistical inverse problems
K Ray, J Schmidt-Hieber
Inverse Problems 32 (6), 065003, 2016
162016
On the inability of Gaussian process regression to optimally learn compositional functions
M Giordano, K Ray, J Schmidt-Hieber
Advances in Neural Information Processing Systems 35, 22341-22353, 2022
152022
The Le Cam distance between density estimation, Poisson processes and Gaussian white noise
K Ray, J Schmidt-Hieber
Mathematical Statistics and Learning 1 (2), 101-170, 2018
152018
On the Bernstein-von Mises theorem for the Dirichlet process
K Ray, A van der Vaart
Electronic Journal of Statistics 15 (1), 2224-2246, 2021
132021
A Bayesian nonparametric approach to log-concave density estimation
E Mariucci, K Ray, B Szabó
Bernoulli 26 (2), 1070-1097, 2020
122020
A regularity class for the roots of nonnegative functions
K Ray, J Schmidt-Hieber
Annali di Matematica Pura ed Applicata 196 (6), 2091–2103, 2017
112017
Semiparametric inference using fractional posteriors
A L'Huillier, L Travis, I Castillo, K Ray
The Journal of Machine Learning Research 24 (1), 18619-18679, 2023
102023
Variational Bayes for high-dimensional proportional hazards models with applications within gene expression
M Komodromos, EO Aboagye, M Evangelou, S Filippi, K Ray
Bioinformatics, 2022
102022
Bayesian material flow analysis for systems with multiple levels of disaggregation and high dimensional data
J Wang, K Ray, P Brito‐Parada, Y Plancherel, T Bide, J Mankelow, ...
Journal of Industrial Ecology, 2024
5*2024
Pointwise uncertainty quantification for sparse variational Gaussian process regression with a Brownian motion prior
L Travis, K Ray
Advances in Neural Information Processing Systems 36, 7419-7442, 2023
52023
Asymptotic nonequivalence of density estimation and Gaussian white noise for small densities
K Ray, J Schmidt-Hieber
Annales de l'Institut Henri Poincaré, Probabilités et Statistiques 55 (4 …, 2019
52019
Nonparametric Bayesian estimation in a multidimensional diffusion model with high frequency data
M Hoffmann, K Ray
Probability Theory and Related Fields, 1-78, 2024
4*2024
Δεν είναι δυνατή η εκτέλεση της ενέργειας από το σύστημα αυτή τη στιγμή. Προσπαθήστε ξανά αργότερα.
Άρθρα 1–20