- Koike-Akino, T., Wang, Y., "Stochastic Bottleneck: Rateless Auto-Encoder for Flexible Dimensionality Reduction", IEEE International Symposium on Information Theory (ISIT), DOI: 10.1109/ISIT44484.2020.9174523, June 2020.
BibTeX TR2020-075 PDF Video Presentation- @inproceedings{Koike-Akino2020jun,
- author = {Koike-Akino, Toshiaki and Wang, Ye},
- title = {Stochastic Bottleneck: Rateless Auto-Encoder for Flexible Dimensionality Reduction},
- booktitle = {IEEE International Symposium on Information Theory (ISIT)},
- year = 2020,
- month = jun,
- publisher = {IEEE},
- doi = {10.1109/ISIT44484.2020.9174523},
- issn = {2157-8117},
- isbn = {978-1-7281-6432-8},
- url = {https://www.merl.com/publications/TR2020-075}
- }
- Benosman, M., Chakrabarty, A., Borggaard, J., "Reinforcement Learning-based Model Reduction for Partial Differential Equations", World Congress of the International Federation of Automatic Control (IFAC), Rolf Findeisen and Sandra Hirche and Klaus Janschek and Martin Mönnigmann, Eds., DOI: 10.1016/j.ifacol.2020.12.1515, June 2020, pp. 7704-7709.
BibTeX TR2020-076 PDF- @inproceedings{Benosman2020jun,
- author = {Benosman, Mouhacine and Chakrabarty, Ankush and Borggaard, Jeff},
- title = {Reinforcement Learning-based Model Reduction for Partial Differential Equations},
- booktitle = {World Congress of the International Federation of Automatic Control (IFAC)},
- year = 2020,
- editor = {Rolf Findeisen and Sandra Hirche and Klaus Janschek and Martin Mönnigmann},
- pages = {7704--7709},
- month = jun,
- publisher = {Elsevier},
- doi = {10.1016/j.ifacol.2020.12.1515},
- url = {https://www.merl.com/publications/TR2020-076}
- }
- Kim, K.J., Liu, H., Lei, H., Ding, Z., Orlik, P.V., Poor, H.V., "A dCDD-Based Transmit Diversity for NOMA Systems", IEEE International Conference on Communications (ICC), June 2020, pp. 1-7.
BibTeX TR2020-070 PDF Video- @inproceedings{Kim2020jun,
- author = {Kim, Kyeong Jin and Liu, Hongwu and Lei, Hongjiang and Ding, Zhiguo and Orlik, Philip V. and Poor, H. Vincent},
- title = {A dCDD-Based Transmit Diversity for NOMA Systems},
- booktitle = {IEEE International Conference on Communications (ICC)},
- year = 2020,
- pages = {1--7},
- month = jun,
- publisher = {IEEE},
- url = {https://www.merl.com/publications/TR2020-070}
- }
- Xia, Y., Wang, P., Berntorp, K., Mansour, H., Boufounos, P.T., Orlik, P.V., "Extended Object Tracking Using Hierarchical Truncation Model With Partial-View Measurements", IEEE Sensor Array & Multichannel Signal Processing Workshop (SAM), DOI: 10.1109/SAM48682.2020.9104388, June 2020.
BibTeX TR2020-069 PDF- @inproceedings{Xia2020jun,
- author = {Xia, Yuxuan and Wang, Pu and Berntorp, Karl and Mansour, Hassan and Boufounos, Petros T. and Orlik, Philip V.},
- title = {Extended Object Tracking Using Hierarchical Truncation Model With Partial-View Measurements},
- booktitle = {IEEE Sensor Array \& Multichannel Signal Processing Workshop (SAM)},
- year = 2020,
- month = jun,
- doi = {10.1109/SAM48682.2020.9104388},
- url = {https://www.merl.com/publications/TR2020-069}
- }
- Fujihashi, T., Koike-Akino, T., Watanabe, T., Orlik, P.V., "Overhead Reduction in Graph-Based Point Cloud Delivery", IEEE International Conference on Communications (ICC), DOI: 10.1109/ICC40277.2020.9148650, May 2020.
BibTeX TR2020-061 PDF Video- @inproceedings{Fujihashi2020may2,
- author = {Fujihashi, Takuya and Koike-Akino, Toshiaki and Watanabe, Takashi and Orlik, Philip V.},
- title = {Overhead Reduction in Graph-Based Point Cloud Delivery},
- booktitle = {IEEE International Conference on Communications (ICC)},
- year = 2020,
- month = may,
- publisher = {IEEE},
- doi = {10.1109/ICC40277.2020.9148650},
- issn = {1938-1883},
- isbn = {978-1-7281-5089-5},
- url = {https://www.merl.com/publications/TR2020-061}
- }
- Koike-Akino, T., Wang, P., Pajovic, M., Sun, H., Orlik, P.V., "Fingerprinting-Based Indoor Localization with Commercial MMWave WiFi: A Deep Learning Approach", IEEE Access, DOI: 10.1109/ACCESS.2020.2991129, April 2020.
BibTeX TR2020-054 PDF- @article{Koike-Akino2020apr,
- author = {Koike-Akino, Toshiaki and Wang, Pu and Pajovic, Milutin and Sun, Haijian and Orlik, Philip V.},
- title = {Fingerprinting-Based Indoor Localization with Commercial MMWave WiFi: A Deep Learning Approach},
- journal = {IEEE Access},
- year = 2020,
- month = apr,
- doi = {10.1109/ACCESS.2020.2991129},
- issn = {2169-3536},
- url = {https://www.merl.com/publications/TR2020-054}
- }
- Fehenberger, T., Millar, D.S., Koike-Akino, T., Kojima, K., Parsons, K., Griesser, H., "Huffman-coded Sphere Shaping and Distribution Matching Algorithms via Lookup Tables", IEEE Journal of Lightwave Technology, DOI: 10.1109/JLT.2020.2987210, Vol. 38, No. 10, pp. 2825-2833, April 2020.
BibTeX TR2020-051 PDF- @article{Fehenberger2020apr2,
- author = {Fehenberger, Tobias and Millar, David S. and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran and Griesser, Helmut},
- title = {Huffman-coded Sphere Shaping and Distribution Matching Algorithms via Lookup Tables},
- journal = {IEEE Journal of Lightwave Technology},
- year = 2020,
- volume = 38,
- number = 10,
- pages = {2825--2833},
- month = apr,
- doi = {10.1109/JLT.2020.2987210},
- issn = {1558-2213},
- url = {https://www.merl.com/publications/TR2020-051}
- }
- Fehenberger, T., Millar, D.S., Koike-Akino, T., Kojima, K., Parsons, K., "Parallel-Amplitude Architecture and Subset Ranking for Fast Distribution Matching", IEEE Transactions on Communications, DOI: 10.1109/TCOMM.2020.2966693, Vol. 68, No. 4, pp. 1981-1990, April 2020.
BibTeX TR2020-050 PDF- @article{Fehenberger2020apr,
- author = {Fehenberger, Tobias and Millar, David S. and Koike-Akino, Toshiaki and Kojima, Keisuke and Parsons, Kieran},
- title = {Parallel-Amplitude Architecture and Subset Ranking for Fast Distribution Matching},
- journal = {IEEE Transactions on Communications},
- year = 2020,
- volume = 68,
- number = 4,
- pages = {1981--1990},
- month = apr,
- doi = {10.1109/TCOMM.2020.2966693},
- issn = {1558-0857},
- url = {https://www.merl.com/publications/TR2020-050}
- }
- Ma, Y., Lodhi, M.A., Mansour, H., Boufounos, P.T., Liu, D., "Inverse Multiple Scattering With Phaseless Measurements", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP40776.2020.9053430, April 2020, pp. 1519-1523.
BibTeX TR2020-041 PDF Video- @inproceedings{Ma2020apr,
- author = {Ma, Yanting and Lodhi, Muhammad Asad and Mansour, Hassan and Boufounos, Petros T. and Liu, Dehong},
- title = {Inverse Multiple Scattering With Phaseless Measurements},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2020,
- pages = {1519--1523},
- month = apr,
- publisher = {IEEE},
- doi = {10.1109/ICASSP40776.2020.9053430},
- issn = {2379-190X},
- isbn = {978-1-5090-6631-5},
- url = {https://www.merl.com/publications/TR2020-041}
- }
- Xia, Y., Wang, P., Berntorp, K., Koike-Akino, T., Mansour, H., Pajovic, M., Boufounos, P.T., Orlik, P.V., "Extended Object Tracking Using Hierarchical Truncation Measurement Model with Automotive Radar", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP40776.2020.9054614, April 2020, pp. 4900-4904.
BibTeX TR2020-044 PDF Video- @inproceedings{Xia2020apr,
- author = {Xia, Yuxuan and Wang, Pu and Berntorp, Karl and Koike-Akino, Toshiaki and Mansour, Hassan and Pajovic, Milutin and Boufounos, Petros T. and Orlik, Philip V.},
- title = {Extended Object Tracking Using Hierarchical Truncation Measurement Model with Automotive Radar},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2020,
- pages = {4900--4904},
- month = apr,
- publisher = {IEEE},
- doi = {10.1109/ICASSP40776.2020.9054614},
- issn = {2379-190X},
- isbn = {978-1-5090-6631-5},
- url = {https://www.merl.com/publications/TR2020-044}
- }
- Xie, Y., Liu, D., Mansour, H., Boufounos, P.T., "Robust Parameter Estimation of Contaminated Damped Exponentials", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), DOI: 10.1109/ICASSP40776.2020.9053507, April 2020, pp. 5500-5504.
BibTeX TR2020-052 PDF Video- @inproceedings{Xie2020apr,
- author = {Xie, Youye and Liu, Dehong and Mansour, Hassan and Boufounos, Petros T.},
- title = {Robust Parameter Estimation of Contaminated Damped Exponentials},
- booktitle = {IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)},
- year = 2020,
- pages = {5500--5504},
- month = apr,
- publisher = {IEEE},
- doi = {10.1109/ICASSP40776.2020.9053507},
- issn = {2379-190X},
- isbn = {978-1-5090-6631-5},
- url = {https://www.merl.com/publications/TR2020-052}
- }
- Burghal, D., Kim, K.J., Guo, J., Orlik, P.V., Hori, T., Sumi, T., Nagai, Y., "Multi-Channel Delay Sensitive Scheduling for Convergecast Network", IEEE Wireless Communications and Networking Conference (WCNC), April 2020, pp. 1-7.
BibTeX TR2020-036 PDF- @inproceedings{Burghal2020apr,
- author = {Burghal, Daoud and Kim, Kyeong Jin and Guo, Jianlin and Orlik, Philip V. and Hori, Toshinori and Sumi, Takenori and Nagai, Yukimasa},
- title = {Multi-Channel Delay Sensitive Scheduling for Convergecast Network},
- booktitle = {IEEE Wireless Communications and Networking Conference (WCNC)},
- year = 2020,
- pages = {1--7},
- month = apr,
- publisher = {IEEE},
- url = {https://www.merl.com/publications/TR2020-036}
- }
- Koike-Akino, T., Wang, Y., Millar, D.S., Kojima, K., Parsons, K., "Neural Turbo Equalization: Deep Learning for Fiber-Optic Nonlinearity Compensation", Journal of Lightwave Technology, DOI: 10.1109/JLT.2020.2976479, March 2020.
BibTeX TR2020-033 PDF- @article{Koike-Akino2020mar3,
- author = {Koike-Akino, Toshiaki and Wang, Ye and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
- title = {Neural Turbo Equalization: Deep Learning for Fiber-Optic Nonlinearity Compensation},
- journal = {Journal of Lightwave Technology},
- year = 2020,
- month = mar,
- doi = {10.1109/JLT.2020.2976479},
- url = {https://www.merl.com/publications/TR2020-033}
- }
- Koike-Akino, T., Millar, D.S., Kojima, K., Parsons, K., "Stochastic EXIT Design for Low-Latency Short-Block LDPC Codes", Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), DOI: 10.1364/OFC.2020.W2A.54, March 2020, pp. W2A.54.
BibTeX TR2020-027 PDF- @inproceedings{Koike-Akino2020mar,
- author = {Koike-Akino, Toshiaki and Millar, David S. and Kojima, Keisuke and Parsons, Kieran},
- title = {Stochastic EXIT Design for Low-Latency Short-Block LDPC Codes},
- booktitle = {Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC)},
- year = 2020,
- pages = {W2A.54},
- month = mar,
- publisher = {OSA},
- doi = {10.1364/OFC.2020.W2A.54},
- isbn = {978-1-943580-71-2},
- url = {https://www.merl.com/publications/TR2020-027}
- }
- Xu, H., Sun, H., Nikovski, D.N., Kitamura, S., Mori, K., Hashimoto, H., "Deep Reinforcement Learning for Joint Bidding and Pricing of Load Serving Entity", IEEE Transactions on smart grids, DOI: 10.1109/TSG.2019.2903756, Vol. 10, No. 6, pp. 6366-6375, January 2020.
BibTeX TR2020-003 PDF- @article{Xu2020jan,
- author = {Xu, Hanchen and Sun, Hongbo and Nikovski, Daniel N. and Kitamura, Shoichi and Mori, Kazuyuki and Hashimoto, Hiroyuki},
- title = {Deep Reinforcement Learning for Joint Bidding and Pricing of Load Serving Entity},
- journal = {IEEE Transactions on smart grids},
- year = 2020,
- volume = 10,
- number = 6,
- pages = {6366--6375},
- month = jan,
- doi = {10.1109/TSG.2019.2903756},
- issn = {1949-3061},
- url = {https://www.merl.com/publications/TR2020-003}
- }
- Poveda, J., Vamvoudakis, K., Benosman, M., "CODES: Cooperative Data-Enabled Extremum Seeking for Multi-Agent Systems", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/CDC40024.2019.9029908, December 2019, pp. 2988-2993.
BibTeX TR2019-148 PDF- @inproceedings{Poveda2019dec,
- author = {Poveda, Jorge and Vamvoudakis, Kyriakos and Benosman, Mouhacine},
- title = {CODES: Cooperative Data-Enabled Extremum Seeking for Multi-Agent Systems},
- booktitle = {IEEE Conference on Decision and Control (CDC)},
- year = 2019,
- pages = {2988--2993},
- month = dec,
- doi = {10.1109/CDC40024.2019.9029908},
- url = {https://www.merl.com/publications/TR2019-148}
- }
- Wollenstein, S., Sun, C., Zhang, J., Paschalidis, I., "Joint Estimation of OD Demands and Cost Functions in Transportation Networks from Data", IEEE Conference on Decision and Control (CDC), DOI: 10.1109/CDC40024.2019.9029445, December 2019, pp. 5113-5118.
BibTeX TR2019-144 PDF- @inproceedings{Wollenstein2019dec,
- author = {Wollenstein, Salomón and Sun, Chuangchuang and Zhang, Jing and Paschalidis, Ioannis},
- title = {Joint Estimation of OD Demands and Cost Functions in Transportation Networks from Data},
- booktitle = {IEEE Conference on Decision and Control (CDC)},
- year = 2019,
- pages = {5113--5118},
- month = dec,
- doi = {10.1109/CDC40024.2019.9029445},
- url = {https://www.merl.com/publications/TR2019-144}
- }
- Nabi, S., Grover, P., Caulfield, C., "Nonlinear Optimal Control Strategies for Buoyancy-Driven Flows in the Built Environment", Journal of Computers and Fluids, DOI: 10.1016/j.compfluid.2019.104313, Vol. 194, No. 104313, December 2019.
BibTeX TR2019-151 PDF- @article{Nabi2019dec,
- author = {Nabi, Saleh and Grover, Piyush and Caulfield, Colm},
- title = {Nonlinear Optimal Control Strategies for Buoyancy-Driven Flows in the Built Environment},
- journal = {Journal of Computers and Fluids},
- year = 2019,
- volume = 194,
- number = 104313,
- month = dec,
- doi = {10.1016/j.compfluid.2019.104313},
- url = {https://www.merl.com/publications/TR2019-151}
- }
- Pei, X., Wen, M., Kim, K.J., Zheng, B., Yu, H., "NOMA Based Coordinated Direct and Relay Transmission: Secure Design and Performance Analysis", IEEE Global Communications Conference (GLOBECOM), December 2019, pp. 1-6.
BibTeX TR2019-155 PDF- @inproceedings{Pei2019dec,
- author = {Pei, Xinyue and Wen, Maiwen and Kim, Kyeong Jin and Zheng, Beixiong and Yu, Hua},
- title = {NOMA Based Coordinated Direct and Relay Transmission: Secure Design and Performance Analysis},
- booktitle = {IEEE Global Communications Conference (GLOBECOM)},
- year = 2019,
- pages = {1--6},
- month = dec,
- url = {https://www.merl.com/publications/TR2019-155}
- }
- Jha, D.K., Raghunathan, A., Romeres, D., "QNTRPO: Including Curvature in TRPO", Optimization Foundations for Reinforcement Learning Workshop at NeurIPS, December 2019.
BibTeX TR2019-154 PDF Software- @inproceedings{Jha2019dec,
- author = {Jha, Devesh K. and Raghunathan, Arvind and Romeres, Diego},
- title = {QNTRPO: Including Curvature in TRPO},
- booktitle = {Optimization Foundations for Reinforcement Learning Workshop at NeurIPS},
- year = 2019,
- month = dec,
- url = {https://www.merl.com/publications/TR2019-154}
- }
- Jha, D.K., Raghunathan, A., Romeres, D., "Quasi-Newton Trust Region Policy Optimization", Conference on Robot Learning (CoRL), Leslie Pack Kaelbling and Danica Kragic and Komei Sugiura, Eds., October 2019, pp. 945-954.
BibTeX TR2019-120 PDF Software- @inproceedings{Jha2019oct,
- author = {Jha, Devesh K. and Raghunathan, Arvind and Romeres, Diego},
- title = {Quasi-Newton Trust Region Policy Optimization},
- booktitle = {Conference on Robot Learning (CoRL)},
- year = 2019,
- editor = {Leslie Pack Kaelbling and Danica Kragic and Komei Sugiura},
- pages = {945--954},
- month = oct,
- publisher = {Proceedings of Machine Learning Research},
- url = {https://www.merl.com/publications/TR2019-120}
- }
- Poveda, J., Vamvoudakis, K., Benosman, M., "DEES: A Class of Data-Enabled Robust Feedback Algorithms for Real-Time Optimization", IFAC Nonlinear Control Systems (NOLCOS), September 2019, pp. 670-675.
BibTeX TR2019-095 PDF- @inproceedings{Poveda2019sep,
- author = {Poveda, Jorge and Vamvoudakis, Kyriakos and Benosman, Mouhacine},
- title = {DEES: A Class of Data-Enabled Robust Feedback Algorithms for Real-Time Optimization},
- booktitle = {IFAC Nonlinear Control Systems (NOLCOS)},
- year = 2019,
- pages = {670--675},
- month = sep,
- url = {https://www.merl.com/publications/TR2019-095}
- }
- Ahn, H., Danielson, C., "Moving Horizon Sensor Selection for Reducing Communication Costs with Applications to Internet of Vehicles", American Control Conference (ACC), July 2019, pp. 1464-1469.
BibTeX TR2019-066 PDF- @inproceedings{Ahn2019jul,
- author = {Ahn, Heejin and Danielson, Claus},
- title = {Moving Horizon Sensor Selection for Reducing Communication Costs with Applications to Internet of Vehicles},
- booktitle = {American Control Conference (ACC)},
- year = 2019,
- pages = {1464--1469},
- month = jul,
- url = {https://www.merl.com/publications/TR2019-066}
- }
- Hespanhol, P., Quirynen, R., Di Cairano, S., "A Structure Exploiting Branch-and-Bound Algorithm for Mixed-Integer Model Predictive Control", European Control Conference (ECC), DOI: 10.23919/ECC.2019.8796242, June 2019, pp. 2763-2768.
BibTeX TR2019-050 PDF- @inproceedings{Hespanhol2019jun,
- author = {Hespanhol, Pedro and Quirynen, Rien and Di Cairano, Stefano},
- title = {A Structure Exploiting Branch-and-Bound Algorithm for Mixed-Integer Model Predictive Control},
- booktitle = {European Control Conference (ECC)},
- year = 2019,
- pages = {2763--2768},
- month = jun,
- doi = {10.23919/ECC.2019.8796242},
- url = {https://www.merl.com/publications/TR2019-050}
- }
- Krupa, P., Danielson, C., Laughman, C.R., Bortoff, S.A., Burns, D.J., Di Cairano, S., Limon, D., "Modelica Implementation of Centralized MPC Controller for a Multi-Zone Heat Pump", European Control Conference (ECC), DOI: 10.23919/ECC.2019.8795616, June 2019, pp. 1784-1789.
BibTeX TR2019-056 PDF- @inproceedings{Krupa2019jun,
- author = {Krupa, Pablo and Danielson, Claus and Laughman, Christopher R. and Bortoff, Scott A. and Burns, Daniel J. and Di Cairano, Stefano and Limon, Daniel},
- title = {Modelica Implementation of Centralized MPC Controller for a Multi-Zone Heat Pump},
- booktitle = {18th European Control Conference (ECC)},
- year = 2019,
- pages = {1784--1789},
- month = jun,
- doi = {10.23919/ECC.2019.8795616},
- url = {https://www.merl.com/publications/TR2019-056}
- }