About
Discord Stateoftheart AI
GitHub

Publications

33

Cited by

110

Yuri Grinberg

machine learningreinforcement learningartificial intelligence

National Research Council of Canada

Papers and Citations

1 - 50
Compressed Least-Squares Regression on Sparse Spaces.
2012
Yuri Grinberg
Mahdi Milani Fard
Doina Precup
+1
Cited by 29
Mapping the global design space of nanophotonic components using machine learning pattern recognition
2019
Dan-Xia Xu
Siegfried Janz
Alejandro Sánchez-Postigo
+5
Cited by 25
Bellman error based feature generation using random projections on sparse spaces
2013
Mahdi Milani Fard
Doina Precup
Yuri Grinberg
+2
Cited by 17
Mixed observability predictive state representations
2013
SCW Ong
Joelle Pineau
Yuri Grinberg
Cited by 10
Mapping the global design space of integrated photonic components using machine learning pattern recognition
2018
Pavel Cheben
Jens H Schmid
Dan-Xia Xu
+4
Cited by 8
Goal-directed online learning of predictive models
2011
SCW Ong
Yuri Grinberg
Joelle Pineau
Cited by 6
State Sequence Analysis in Hidden Markov Models.
2015
Yuri Grinberg
Theodore J. Perkins
Cited by 3
Perfectly vertical surface grating couplers using subwavelength engineering for increased feature sizes
2020
Gonzalo Wangüemert-Pérez
Alejandro Sánchez-Postigo
Ross Cheriton
+8
Cited by 3
Optimizing energy production using policy search and predictive state representations
2014
Doina Precup
Yuri Grinberg
Michel Gendreau
Cited by 3
Eurogames16: evaluating change detection in online conversation
2018
Z Zanussi
F Liao
Cyril Goutte
+3
Cited by 3
Machine learning design of subwavelengh integrated photonic devices
2019
JH Schmid
S Janz
DX Xu
+4
Cited by 1
Performance robustness analysis in machine-assisted design of photonic devices
2019
Jens H Schmid
Andrea Melloni
Paolo Manfredi
+7
Cited by 1
Design of multi-parameter photonic devices using machine learning pattern recognition
2020
Ross Cheriton
Pavel Cheben
Jens Niegemann
+9
Cited by 1
Fully polynomial-time computation of maximum likelihood trajectories in Markov chains
2017
Theodore J. Perkins
Yuri Grinberg
Cited by 1
Reaping the benefits of machine learning pattern recognition in nanophotonic component design
2019
Dan-Xia Xu
Jens H Schmid
Alejandro Sánchez-Postigo
+8
Cited by 1
Random projections preserve linearity in sparse spaces
2012
Doina Precup
Mahdi Milani Fard
Joelle Pineau
+1
Cited by 1
LSTD on sparse spaces
2011
Joelle Pineau
Yuri Grinberg
Mahdi Milani Fard
Cited by 1
On average reward policy evaluation in infinite-state partially observable systems
2012
Yuri Grinberg
Doina Precup
Cited by 1
Recent Advances in Metamaterial Integrated Photonics
2019
JM Luque-González
R Cheriton
A Sánchez-Postigo
+25
Cited by
Smart on-chip Fourier-transform spectrometers harnessing machine learning algorithms (Conference Presentation)
2020
Dan-Xia Xu
Vladimir Stankovic
Martin Vachon
+9
Cited by
Subwavelength Silicon Photonic Metamaterial Waveguide Devices
2018
I Molina-Fernández
JG Wangüemert-Pérez
S Wang
+24
Cited by
On-chip Fourier-transform spectrometers and machine learning: a new route to smart photonic sensors
2019
Jiangfeng Li
Aitor V Velasco
Vladimir Stankovic
+9
Cited by
Design of Compact and Efficient Silicon Photonic Micro Antennas with Perfectly Vertical Emission
2020
Dan-Xia Xu
Jens H Schmid
Ross Cheriton
+5
Cited by
Machine learning pattern recognition in integrated silicon photonics design
2020
Ross Cheriton
Pavel Cheben
James Pond
+8
Cited by
Smart on-chip Fourier-transform spectrometers harnessing machine learning algorithms
2020
Jens H Schmid
Mohammad Khazaei
Lina Stankovic
+9
Cited by
Machine-assisted design and stochastic analysis in integrated photonics
2020
Pavel Cheben
Dan-Xia Xu
Alejandro Sánchez-Postigo
+7
Cited by
Navigating through complex photonic design space using machine learning methods
2019
S Janz
DX Xu
JH Schmid
+4
Cited by
Least-Squares Regression on Sparse Spaces
2011
Joelle Pineau
Yuri Grinberg
Mahdi Milani Fard
Cited by
Efficient Learning of Mixed Observable Predictive State Representation
2013
S Ong
Joelle Pineau
Yuri Grinberg
Cited by
Average reward optimization objective in partially observable domains
2013
Doina Precup
Yuri Grinberg
Cited by
Learning Predictive State Representations from Non-Uniform Sampling
2018
M Lyman-Abramovitch
H Aboutalebi
Yuri Grinberg
+2
Cited by