Learning Personalized User Preference from Cold Start in Multi-turn Conversations.
CoRR, 2023
Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems.
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Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations, 2021
Disjoint-Support Factors and Seasonality Estimation in E-Commerce.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017
Clustering to forecast sparse time-series data.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015
Knowledge Compilation Meets Database Theory: Compiling Queries to Decision Diagrams.
Theory Comput. Syst., 2013
Scalable Query Evaluation over Complex Probabilistic Databases.
PhD thesis, 2012
Probabilistic Databases with MarkoViews.
Proc. VLDB Endow., 2012
On the tractability of query compilation and bounded treewidth.
Proceedings of the 15th International Conference on Database Theory, 2012
Advances in Lifted Importance Sampling.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
Lifted Inference Seen from the Other Side : The Tractable Features.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Dissociation and Propagation for Efficient Query Evaluation over Probabilistic Databases.
Proceedings of the Fourth International VLDB workshop on Management of Uncertain Data (MUD 2010) in conjunction with VLDB 2010, 2010
Bridging the gap between intensional and extensional query evaluation in probabilistic databases.
Proceedings of the EDBT 2010, 2010
Query evaluation with soft-key constraints.
Proceedings of the Twenty-Seventh ACM SIGMOD-SIGACT-SIGART Symposium on Principles of Database Systems, 2008
Mutual Consistency in Real-Time Databases.
Proceedings of the 27th IEEE Real-Time Systems Symposium (RTSS 2006), 2006