Yuri Grinberg

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 10

Top Topics

Predictive State Representations

Partially Observable Domains

Top Venues

Publications

Muhammad Al-Digeil, Yuri Grinberg, Daniele Melati, Jens H. Schmid, Pavel Cheben, Siegfried Janz, Dan-Xia Xu
PCA-Enhanced Autoencoders for Nonlinear Dimensionality Reduction in Low Data Regimes. Canadian AI (2023)
Dusan Gostimirovic, Yuri Grinberg, Dan-Xia Xu, Odile Liboiron-Ladouceur
Improving Fabrication Fidelity of Integrated Nanophotonic Devices Using Deep Learning. CoRR (2023)
Pavel Cheben, Jens H. Schmid, Pablo Ginel-Moreno, S. Khajavi, R. Korcek, W. Fraser, D. Sirmaci, A. F. Hinestrosa, J. M. Luque-González, D. Pereira-Martín, A. Sánchez-Postigo, Abdelfettah Hadij-ElHouati, Daniel Benedikovic, A. Ortega-Moñux, J. G. 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, D.-X. Xu, Yuri Grinberg, Ross Cheriton, S. Janz, S. Wang, Martin Vachon, M. Dado, R. Fernández de Cabo, Aitor V. Velasco
Subwavelength-Engineered Metamaterial Devices for Integrated Photonics. ICTON (2023)
Md Mahadi Masnad, Guowu Zhang, Dan-Xia Xu, Yuri Grinberg, Odile Liboiron-Ladouceur
Dimensional Variation Tolerant Inverse Designed Broadband Mode Converter. OFC (2022)
Muhammad Al-Digeil, Yuri Grinberg, Daniele Melati, Mohsen Kamandar Dezfouli, Jens H. Schmid, Pavel Cheben, Siegfried Janz, Dan-Xia Xu
PCA-Boosted Autoencoders for Nonlinear Dimensionality Reduction in Low Data Regimes. CoRR (2022)
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
Dimensionality reduction for the on-chip integration of advanced photonic devices and functionalities. ECOC (2021)
Cyril Goutte, Yunli Wang, FangMing Liao, Zachary Zanussi, Samuel Larkin, Yuri Grinberg
EuroGames16: Evaluating Change Detection in Online Conversation. LREC (2018)
Pavel Cheben, Robert Halir, Jens H. Schmid, Jirí Ctyroký, Daniel Benedikovic, C. 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
Subwavelength Silicon Photonic Metamaterial Waveguide Devices. ECOC (2018)
Yuri Grinberg, Hossein Aboutalebi, Melanie Lyman-Abramovitch, Borja Balle, Doina Precup
Learning Predictive State Representations From Non-Uniform Sampling. AAAI (2018)
Yuri Grinberg, Theodore J. Perkins
Fully polynomial-time computation of maximum likelihood trajectories in Markov chains. Inf. Process. Lett. 118 (2017)
Yuri Grinberg, Theodore J. Perkins
State Sequence Analysis in Hidden Markov Models. UAI (2015)
Yuri Grinberg, Doina Precup, Michel Gendreau
Optimizing Energy Production Using Policy Search and Predictive State Representations. NIPS (2014)
Yuri Grinberg, Doina Precup
Average Reward Optimization Objective In Partially Observable Domains. ICML (1) (2013)
Sylvie C. W. Ong, Yuri Grinberg, Joelle Pineau
Mixed Observability Predictive State Representations. AAAI (2013)
Mahdi Milani Fard, Yuri Grinberg, Amir-massoud Farahmand, Joelle Pineau, Doina Precup
Bellman Error Based Feature Generation using Random Projections on Sparse Spaces. NIPS (2013)
Yuri Grinberg, Doina Precup
On Average Reward Policy Evaluation in Infinite-State Partially Observable Systems. AISTATS (2012)
Mahdi Milani Fard, Yuri Grinberg, Amir Massoud Farahmand, Joelle Pineau, Doina Precup
Bellman Error Based Feature Generation using Random Projections on Sparse Spaces CoRR (2012)
Mahdi Milani Fard, Yuri Grinberg, Joelle Pineau, Doina Precup
Compressed Least-Squares Regression on Sparse Spaces. AAAI (2012)
Sylvie C. W. Ong, Yuri Grinberg, Joelle Pineau
Goal-Directed Online Learning of Predictive Models. EWRL (2011)