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Annotation Inconsistency and Entity Bias in MultiWOZ


May 29, 2021
Kun Qian, Ahmad Beirami, Zhouhan Lin, Ankita De, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar

* Accepted by SIGDIAL 2021 

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FERMI: Fair Empirical Risk Minimization via Exponential Rényi Mutual Information


Feb 24, 2021
Andrew Lowy, Rakesh Pavan, Sina Baharlouei, Meisam Razaviyayn, Ahmad Beirami

* 22 pages, 5 figures 

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DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue


Jan 01, 2021
Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur

* 16 pages,11 figures, 3 tables 

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Coded Machine Unlearning


Dec 31, 2020
Nasser Aldaghri, Hessam Mahdavifar, Ahmad Beirami


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Federated Multi-Task Learning for Competing Constraints


Dec 08, 2020
Tian Li, Shengyuan Hu, Ahmad Beirami, Virginia Smith


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Overview of the Ninth Dialog System Technology Challenge: DSTC9


Nov 12, 2020
Chulaka Gunasekara, Seokhwan Kim, Luis Fernando D'Haro, Abhinav Rastogi, Yun-Nung Chen, Mihail Eric, Behnam Hedayatnia, Karthik Gopalakrishnan, Yang Liu, Chao-Wei Huang, Dilek Hakkani-Tür, Jinchao Li, Qi Zhu, Lingxiao Luo, Lars Liden, Kaili Huang, Shahin Shayandeh, Runze Liang, Baolin Peng, Zheng Zhang, Swadheen Shukla, Minlie Huang, Jianfeng Gao, Shikib Mehri, Yulan Feng, Carla Gordon, Seyed Hossein Alavi, David Traum, Maxine Eskenazi, Ahmad Beirami, Eunjoon, Cho, Paul A. Crook, Ankita De, Alborz Geramifard, Satwik Kottur, Seungwhan Moon, Shivani Poddar, Rajen Subba


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Resource Constrained Dialog Policy Learning via Differentiable Inductive Logic Programming


Nov 10, 2020
Zhenpeng Zhou, Ahmad Beirami, Paul Crook, Pararth Shah, Rajen Subba, Alborz Geramifard


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Tilted Empirical Risk Minimization


Jul 02, 2020
Tian Li, Ahmad Beirami, Maziar Sanjabi, Virginia Smith


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Competitive Balance in Team Sports Games


Jun 24, 2020
Sofia M Nikolakaki, Ogheneovo Dibie, Ahmad Beirami, Nicholas Peterson, Navid Aghdaie, Kazi Zaman

* 2020 IEEE Conference in Games (COG 2020), 8 pages 

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Situated and Interactive Multimodal Conversations


Jun 02, 2020
Seungwhan Moon, Satwik Kottur, Paul A. Crook, Ankita De, Shivani Poddar, Theodore Levin, David Whitney, Daniel Difranco, Ahmad Beirami, Eunjoon Cho, Rajen Subba, Alborz Geramifard

* 12 pages, 5 figures, 9 tables, 3 supplementary pages 

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On Multi-Agent Learning in Team Sports Games


Jun 25, 2019
Yunqi Zhao, Igor Borovikov, Jason Rupert, Caedmon Somers, Ahmad Beirami

* Presented at ICML 2019 Workshop on Imitation, Intent, and Interaction (I3). arXiv admin note: substantial text overlap with arXiv:1903.10545 

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Towards Interactive Training of Non-Player Characters in Video Games


Jun 03, 2019
Igor Borovikov, Jesse Harder, Michael Sadovsky, Ahmad Beirami

* presented at 2019 ICML Workshop on Human in the Loop Learning (HILL 2019), Long Beach, USA 

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Winning Isn't Everything: Training Human-Like Agents for Playtesting and Game AI


Mar 25, 2019
Yunqi Zhao, Igor Borovikov, Ahmad Beirami, Jason Rupert, Caedmon Somers, Jesse Harder, Fernando de Mesentier Silva, John Kolen, Jervis Pinto, Reza Pourabolghasem, Harold Chaput, James Pestrak, Mohsen Sardari, Long Lin, Navid Aghdaie, Kazi Zaman

* submitted to IEEE Trans. Games 

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Information Bottleneck Methods for Distributed Learning


Oct 26, 2018
Parinaz Farajiparvar, Ahmad Beirami, Matthew Nokleby


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On Data-Dependent Random Features for Improved Generalization in Supervised Learning


Dec 19, 2017
Shahin Shahrampour, Ahmad Beirami, Vahid Tarokh

* 12 pages; (pages 1-8) to appear in Proc. of AAAI Conference on Artificial Intelligence (AAAI), 2018 

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Rate-Distortion Bounds on Bayes Risk in Supervised Learning


Nov 17, 2017
Matthew Nokleby, Ahmad Beirami, Robert Calderbank

* Revised submission to IEEE Transactions on Information Theory 

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On Optimal Generalizability in Parametric Learning


Nov 14, 2017
Ahmad Beirami, Meisam Razaviyayn, Shahin Shahrampour, Vahid Tarokh

* Proc. of 2017 Advances in Neural Information Processing Systems (NIPS 2017) 

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Performance Trade-Offs in Multi-Processor Approximate Message Passing


Apr 10, 2016
Junan Zhu, Ahmad Beirami, Dror Baron

* 5 pages, 2 figures, to appear at 2016 IEEE International Symposium on Information Theory (ISIT2016) 

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