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Ahmad Beirami

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CheckDST: Measuring Real-World Generalization of Dialogue State Tracking Performance

Dec 15, 2021
Hyundong Cho, Chinnadhurai Sankar, Christopher Lin, Kaushik Ram Sadagopan, Shahin Shayandeh, Asli Celikyilmaz, Jonathan May, Ahmad Beirami

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Information-Theoretic Bayes Risk Lower Bounds for Realizable Models

Nov 08, 2021
Matthew Nokleby, Ahmad Beirami

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FeO2: Federated Learning with Opt-Out Differential Privacy

Oct 28, 2021
Nasser Aldaghri, Hessam Mahdavifar, Ahmad Beirami

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DAIR: Data Augmented Invariant Regularization

Oct 21, 2021
Tianjian Huang, Shaunak Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami

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On Tilted Losses in Machine Learning: Theory and Applications

Sep 13, 2021
Tian Li, Ahmad Beirami, Maziar Sanjabi, Virginia Smith

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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

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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

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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

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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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