Follow
Rishit Sheth
Rishit Sheth
Senior researcher, Microsoft Research
Verified email at microsoft.com
Title
Cited by
Cited by
Year
Probabilistic matrix factorization for automated machine learning
N Fusi, R Sheth, M Elibol
Advances in neural information processing systems 31, 2018
1452018
Sparse Variational Inference for Generalized Gaussian Process Models
R Sheth, Y Wang, R Khardon
International Conference on Machine Learning, 2015
352015
Excess risk bounds for the bayes risk using variational inference in latent gaussian models
R Sheth, R Khardon
Advances in neural information processing systems 30, 2017
342017
A high-resolution study of mesospheric fine structure with the Jicamarca MST radar
R Sheth, E Kudeki, G Lehmacher, M Sarango, R Woodman, J Chau, ...
Annales Geophysicae 24 (5), 1281-1293, 2006
322006
Weighted meta-learning
D Cai, R Sheth, L Mackey, N Fusi
arXiv preprint arXiv:2003.09465, 2020
172020
Turbulent kinetic energy dissipation rates and eddy diffusivities in the tropical mesosphere using Jicamarca radar data
L Guo, GA Lehmacher, E Kudeki, A Akgiray, R Sheth, JL Chau
Advances in Space Research 40 (6), 744-750, 2007
152007
Monte carlo structured svi for two-level non-conjugate models
R Sheth, R Khardon
arXiv preprint arXiv:1612.03957, 2016
112016
Pseudo-bayesian learning via direct loss minimization with applications to sparse gaussian process models
R Sheth, R Khardon
Symposium on Advances in Approximate Bayesian Inference, 1-18, 2020
82020
Direct loss minimization for sparse gaussian processes
Y Wei, R Sheth, R Khardon
International Conference on Artificial Intelligence and Statistics, 2566-2574, 2021
72021
A fixed-point operator for inference in variational Bayesian latent Gaussian models
R Sheth, R Khardon
Artificial Intelligence and Statistics, 761-769, 2016
72016
Differentiable feature selection by discrete relaxation
R Sheth, N Fusi
International Conference on Artificial Intelligence and Statistics, 1564-1572, 2020
62020
Region of interest identification in collimated x-ray images utilizing nonlinear preprocessing and the Radon transform
R Sheth, KE Barner, RP Schumeyer, GR Arce
Journal of Electronic Imaging 14 (3), 033011-033011-13, 2005
52005
Bayesian optimization over iterative learners with structured responses: A budget-aware planning approach
S Belakaria, JR Doppa, N Fusi, R Sheth
International Conference on Artificial Intelligence and Statistics, 9076-9093, 2023
32023
Algorithms and Theory for Variational Inference in Two-Level Non-conjugate Models
R Sheth
Tufts University, 2019
32019
Feature gradients: Scalable feature selection via discrete relaxation
R Sheth, N Fusi
arXiv preprint arXiv:1908.10382, 2019
22019
Direct loss minimization algorithms for sparse Gaussian processes
Y Wei, R Sheth, R Khardon
arXiv preprint arXiv:2004.03083, 2020
12020
High-resolution Correlation Studies of Mesospheric VHF Backscatter at the Jicamarca Radio Observatory
R Sheth
University of Illinois at Urbana-Champaign, 2004
12004
Hyperparameter selection using budget-aware bayesian optimization
S Belakaria, R Sheth, N Fusi
US Patent App. 17/551,475, 2023
2023
Turbulent kinetic energy dissipation rate and eddy diffusivity study in the tropical mesosphere using Jicamarca radar data
L Guo
Clemson University, 2006
2006
Radar Observations of Gravity Waves and Kelvin-Helmholtz Instabilities in the Tropical Mesosphere
G Lehmacher, L Guo, E Kudeki, R Sheth, M Sarango
AGU Spring Meeting Abstracts 2004, SA21A-06, 2004
2004
The system can't perform the operation now. Try again later.
Articles 1–20