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Order Constraints in Optimal Transport


Oct 14, 2021
Fabian Lim, Laura Wynter, Shiau Hong Lim

* Preprint. 8 pages of main + 2 pages references, and 10 pages supplementary 

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Decentralized Deterministic Multi-Agent Reinforcement Learning


Feb 19, 2021
Antoine Grosnit, Desmond Cai, Laura Wynter


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Efficient Reinforcement Learning in Resource Allocation Problems Through Permutation Invariant Multi-task Learning


Feb 18, 2021
Desmond Cai, Shiau Hong Lim, Laura Wynter


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Probabilistic Inference for Learning from Untrusted Sources


Jan 15, 2021
Duc Thien Nguyen, Shiau Hoong Lim, Laura Wynter, Desmond Cai


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Fed+: A Family of Fusion Algorithms for Federated Learning


Sep 14, 2020
Pengqian Yu, Laura Wynter, Shiau Hong Lim


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IBM Federated Learning: an Enterprise Framework White Paper V0.1


Jul 22, 2020
Heiko Ludwig, Nathalie Baracaldo, Gegi Thomas, Yi Zhou, Ali Anwar, Shashank Rajamoni, Yuya Ong, Jayaram Radhakrishnan, Ashish Verma, Mathieu Sinn, Mark Purcell, Ambrish Rawat, Tran Minh, Naoise Holohan, Supriyo Chakraborty, Shalisha Whitherspoon, Dean Steuer, Laura Wynter, Hifaz Hassan, Sean Laguna, Mikhail Yurochkin, Mayank Agarwal, Ebube Chuba, Annie Abay

* 17 pages 

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Variational Bayesian Inference for Crowdsourcing Predictions


Jun 02, 2020
Desmond Cai, Duc Thien Nguyen, Shiau Hong Lim, Laura Wynter

* 7 pages 

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A Deep Ensemble Multi-Agent Reinforcement Learning Approach for Air Traffic Control


Apr 03, 2020
Supriyo Ghosh, Sean Laguna, Shiau Hong Lim, Laura Wynter, Hasan Poonawala


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High-frequency crowd insights for public safety and congestion control


Apr 23, 2019
Karthik Nandakumar, Sebastien Blandin, Laura Wynter


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Robust commuter movement inference from connected mobile devices


Mar 04, 2019
Baoyang Song, Hasan Poonawala, Laura Wynter, Sebastien Blandin

* International Conference on Data Mining 2018 

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Towards Robust ResNet: A Small Step but A Giant Leap


Feb 28, 2019
Jingfeng Zhang, Bo Han, Laura Wynter, Kian Hsiang Low, Mohan Kankanhalli


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A Probabilistic Model of the Bitcoin Blockchain


Nov 07, 2018
Marc Jourdan, Sebastien Blandin, Laura Wynter, Pralhad Deshpande


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Characterizing Entities in the Bitcoin Blockchain


Oct 29, 2018
Marc Jourdan, Sebastien Blandin, Laura Wynter, Pralhad Deshpande


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Smooth Inter-layer Propagation of Stabilized Neural Networks for Classification


Sep 29, 2018
Jingfeng Zhang, Laura Wynter

* Revised Abstract 

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