Asela Gunawardana

According to our database, Asela Gunawardana authored at least 29 papers between 1998 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Evaluating Recommender Systems.

Asela Gunawardana, Guy Shani, Sivan Yogev

Proceedings of the Recommender Systems Handbook, 2022

2016

Universal Models of Multivariate Temporal Point Processes.

Asela Gunawardana, Christopher Meek

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015

Evaluating Recommender Systems.

Asela Gunawardana, Guy Shani

Proceedings of the Recommender Systems Handbook, 2015

2014

Distributed open-domain conversational understanding framework with domain independent extractors.

Qi Li, Gökhan Tür, Dilek Hakkani-Tür, Xiang Li, Tim Paek, Asela Gunawardana, Chris Quirk

Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

2013

Tutorial on application-oriented evaluation of recommendation systems.

Guy Shani, Asela Gunawardana

AI Commun., 2013

2012

Conjoint Modeling of Temporal Dependencies in Event Streams.

Ankur Parikh, Asela Gunawardana, Christopher Meek

Proceedings of the Ninth UAI Bayesian Modeling Applications Workshop, 2012

2011

Evaluating Recommendation Systems.

Guy Shani, Asela Gunawardana

Proceedings of the Recommender Systems Handbook, 2011

Unsupervised hierarchical probabilistic segmentation of discrete events.

Guy Shani, Asela Gunawardana, Christopher Meek

Intell. Data Anal., 2011

A Model for Temporal Dependencies in Event Streams.

Asela Gunawardana, Christopher Meek, Puyang Xu

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Efficient Subsampling for Training Complex Language Models.

Puyang Xu, Asela Gunawardana, Sanjeev Khudanpur

Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011

Randomized maximum entropy language models.

Puyang Xu, Sanjeev Khudanpur, Asela Gunawardana

Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

2010

Tracking the random surfer: empirically measured teleportation parameters in PageRank.

David F. Gleich, Paul G. Constantine, Abraham D. Flaxman, Asela Gunawardana

Proceedings of the 19th International Conference on World Wide Web, 2010

Usability guided key-target resizing for soft keyboards.

Asela Gunawardana, Tim Paek, Christopher Meek

Proceedings of the 15th International Conference on Intelligent User Interfaces, 2010

2009

A Survey of Accuracy Evaluation Metrics of Recommendation Tasks.

Asela Gunawardana, Guy Shani

J. Mach. Learn. Res., 2009

A unified approach to building hybrid recommender systems.

Asela Gunawardana, Christopher Meek

Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

Hierarchical Probabilistic Segmentation of Discrete Events.

Guy Shani, Christopher Meek, Asela Gunawardana

Proceedings of the ICDM 2009, 2009

2008

Tied boltzmann machines for cold start recommendations.

Asela Gunawardana, Christopher Meek

Proceedings of the 2008 ACM Conference on Recommender Systems, 2008

2007

Adapting grapheme-to-phoneme conversion for name recognition.

Xiao Li, Asela Gunawardana, Alex Acero

Proceedings of the IEEE Workshop on Automatic Speech Recognition & Understanding, 2007

2006

Training Algorithms for Hidden Conditional Random Fields.

Milind Mahajan, Asela Gunawardana, Alex Acero

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005

Convergence Theorems for Generalized Alternating Minimization Procedures.

Asela Gunawardana, William Byrne

J. Mach. Learn. Res., 2005

Hidden conditional random fields for phone classification.

Asela Gunawardana, Milind Mahajan, Alex Acero, John C. Platt

Proceedings of the 9th European Conference on Speech Communication and Technology, 2005

Unsupervised Semantic Intent Discovery from Call Log Acoustics.

Xiao Li, Asela Gunawardana, Alex Acero

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2003

Adapting acoustic models to new domains and conditions using untranscribed data.

Asela Gunawardana, Alex Acero

Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

2001

Discounted likelihood linear regression for rapid speaker adaptation.

Asela Gunawardana, William Byrne

Comput. Speech Lang., 2001

Discriminative speaker adaptation with conditional maximum likelihood linear regression.

Asela Gunawardana, William Byrne

Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

2000

Comments on "Efficient training algorithms for HMMs using incremental estimation".

William Byrne, Asela Gunawardana

IEEE Trans. Speech Audio Process., 2000

Robust estimation for rapid speaker adaptation using discounted likelihood techniques.

Asela Gunawardana, William Byrne

Proceedings of the IEEE International Conference on Acoustics, 2000

1999

Discounted likelihood linear regression for rapid adaptation.

William Byrne, Asela Gunawardana

Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

1998

Word-based acoustic confidence measures for large-vocabulary speech recognition.

Asela Gunawardana, Hsiao-Wuen Hon, Li Jiang

Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998