Yuri Grinberg

According to our database, Yuri Grinberg authored at least 18 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Improving Fabrication Fidelity of Integrated Nanophotonic Devices Using Deep Learning.

Dusan Gostimirovic, Yuri Grinberg, Dan-Xia Xu, Odile Liboiron-Ladouceur

CoRR, 2023

Subwavelength-Engineered Metamaterial Devices for Integrated Photonics.

Pavel Cheben, Jens H. Schmid, Pablo Ginel-Moreno, Shahrzad Khajavi, R. Korcek, W. Fraser, D. Sirmaci, A. F. Hinestrosa, Jose M. Luque-González, Daniel Pereira-Martín, Alejandro Sánchez-Postigo, Abdelfettah Hadij-ElHouati, Daniel Benedikovic, Alejandro Ortega-Moñux, J. Gonzalo Wangüemert-Pérez, I. Molina Fernandez, Robert Halir, Winnie N. Ye, Daniele Melati, Carlos Alonso-Ramos, David González-Andrade, Laurent Vivien, I. Staude, J. Zhang, Maziyar Milanizadeh, Dan-Xia Xu, Yuri Grinberg, Ross Cheriton, Siegfried Janz, S. Wang, Martin Vachon, Milan Dado, R. Fernández de Cabo, Aitor V. Velasco

Proceedings of the 23rd International Conference on Transparent Optical Networks, 2023

PCA-Enhanced Autoencoders for Nonlinear Dimensionality Reduction in Low Data Regimes.

Muhammad Al-Digeil, Yuri Grinberg, Daniele Melati, Jens H. Schmid, Pavel Cheben, Siegfried Janz, Dan-Xia Xu

Proceedings of the 36th Canadian Conference on Artificial Intelligence, 2023

2022

PCA-Boosted Autoencoders for Nonlinear Dimensionality Reduction in Low Data Regimes.

Muhammad Al-Digeil, Yuri Grinberg, Daniele Melati, Mohsen Kamandar Dezfouli, Jens H. Schmid, Pavel Cheben, Siegfried Janz, Dan-Xia Xu

CoRR, 2022

Dimensional Variation Tolerant Inverse Designed Broadband Mode Converter.

Md Mahadi Masnad, Guowu Zhang, Dan-Xia Xu, Yuri Grinberg, Odile Liboiron-Ladouceur

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

2021

Dimensionality reduction for the on-chip integration of advanced photonic devices and functionalities.

Daniele Melati, Mohsen Kamandar Dezfouli, Yuri Grinberg, Muhammad Al-Digeil, Dan-Xia Xu, Jens H. Schmid, Pavel Cheben, Abi Waqas, Paolo Manfredi, Jianhao Zhang, Laurent Vivien, Carlos Alonso-Ramos

Proceedings of the European Conference on Optical Communication, 2021

2018

EuroGames16: Evaluating Change Detection in Online Conversation.

Cyril Goutte, Yunli Wang, FangMing Liao, Zachary Zanussi, Samuel Larkin, Yuri Grinberg

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Subwavelength Silicon Photonic Metamaterial Waveguide Devices.

Pavel Cheben, Robert Halir, Jens H. Schmid, Jirí Ctyroký, Daniel Benedikovic, Carlos Alonso-Ramos, Alejandro Ortega-Moñux, Alejandro Sánchez-Postigo, David González-Andrade, J. Gonzalo Wangüemert-Pérez, Íñigo Molina-Fernández, Aitor V. Velasco, Alaine Herrero-Bermello, Jose M. Luque-González, Daniel Pereira-Martín, Jean Lapointe, Siegfried Janz, Dan-Xia Xu, Daniele Melati, Yuri Grinberg, Shurui Wang, Martin Vachon, V. Vakarin, Laurent Vivien, Jan Litvik, Jarmila Müllerová, Milan Dado

Proceedings of the European Conference on Optical Communication, 2018

Learning Predictive State Representations From Non-Uniform Sampling.

Yuri Grinberg, Hossein Aboutalebi, Melanie Lyman-Abramovitch, Borja Balle, Doina Precup

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Fully polynomial-time computation of maximum likelihood trajectories in Markov chains.

Yuri Grinberg, Theodore J. Perkins

Inf. Process. Lett., 2017

2015

State Sequence Analysis in Hidden Markov Models.

Yuri Grinberg, Theodore J. Perkins

Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015

2014

Optimizing Energy Production Using Policy Search and Predictive State Representations.

Yuri Grinberg, Doina Precup, Michel Gendreau

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

2013

Bellman Error Based Feature Generation using Random Projections on Sparse Spaces.

Mahdi Milani Fard, Yuri Grinberg, Amir-massoud Farahmand, Joelle Pineau, Doina Precup

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Average Reward Optimization Objective In Partially Observable Domains.

Yuri Grinberg, Doina Precup

Proceedings of the 30th International Conference on Machine Learning, 2013

Mixed Observability Predictive State Representations.

Sylvie C. W. Ong, Yuri Grinberg, Joelle Pineau

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

On Average Reward Policy Evaluation in Infinite-State Partially Observable Systems.

Yuri Grinberg, Doina Precup

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Compressed Least-Squares Regression on Sparse Spaces.

Mahdi Milani Fard, Yuri Grinberg, Joelle Pineau, Doina Precup

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Goal-Directed Online Learning of Predictive Models.

Sylvie C. W. Ong, Yuri Grinberg, Joelle Pineau

Proceedings of the Recent Advances in Reinforcement Learning - 9th European Workshop, 2011