Abhimanu Kumar

According to our database1, Abhimanu Kumar authored at least 17 papers between 2009 and 2017.

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Bibliography

2017
Learning Latent Space Models with Angular Constraints.
Proceedings of the 34th International Conference on Machine Learning, 2017

2016
Lighter-Communication Distributed Machine Learning via Sufficient Factor Broadcasting.
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016

2015
Petuum: A New Platform for Distributed Machine Learning on Big Data.
IEEE Trans. Big Data, 2015

Distributed Machine Learning via Sufficient Factor Broadcasting.
CoRR, 2015

Scalable Modeling of Conversational-role based Self-presentation Characteristics in Large Online Forums.
CoRR, 2015

Petuum: A New Platform for Distributed Machine Learning on Big Data.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

High-Performance Distributed ML at Scale through Parameter Server Consistency Models.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
High-Performance Distributed ML at Scale through Parameter Server Consistency Models.
CoRR, 2014

Exploiting Bounded Staleness to Speed Up Big Data Analytics.
Proceedings of the 2014 USENIX Annual Technical Conference, 2014

FlexiFaCT: Scalable Flexible Factorization of Coupled Tensors on Hadoop.
Proceedings of the 2014 SIAM International Conference on Data Mining, 2014

Automatic Classification of Communicative Functions of Definiteness.
Proceedings of the COLING 2014, 2014

Fugue: Slow-Worker-Agnostic Distributed Learning for Big Models on Big Data.
Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2013
Consistent Bounded-Asynchronous Parameter Servers for Distributed ML.
CoRR, 2013

2012
Dating Texts without Explicit Temporal Cues
CoRR, 2012

2011
Learning to rank from a noisy crowd.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Supervised language modeling for temporal resolution of texts.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2009
A real world network pricing game with less severe Braess' Paradox
CoRR, 2009


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