Siddharth Gopal

According to our database, Siddharth Gopal authored at least 12 papers between 2010 and 2024.

Collaborative distances:

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

2024

Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention.

Tsendsuren Munkhdalai, Manaal Faruqui, Siddharth Gopal

CoRR, 2024

2016

Adaptive Sampling for SGD by Exploiting Side Information.

Siddharth Gopal

Proceedings of the 33nd International Conference on Machine Learning, 2016

2015

Hierarchical Bayesian Inference and Recursive Regularization for Large-Scale Classification.

Siddharth Gopal, Yiming Yang

ACM Trans. Knowl. Discov. Data, 2015

2014

Transformation-based Probabilistic Clustering with Supervision.

Siddharth Gopal, Yiming Yang

Proceedings of the Thirtieth Conference on Uncertainty in Artificial Intelligence, 2014

Von Mises-Fisher Clustering Models.

Siddharth Gopal, Yiming Yang

Proceedings of the 31th International Conference on Machine Learning, 2014

2013

Recursive regularization for large-scale classification with hierarchical and graphical dependencies.

Siddharth Gopal, Yiming Yang

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Distributed training of Large-scale Logistic models.

Siddharth Gopal, Yiming Yang

Proceedings of the 30th International Conference on Machine Learning, 2013

2012

Multilabel classification with meta-level features in a learning-to-rank framework.

Yiming Yang, Siddharth Gopal

Mach. Learn., 2012

Bayesian models for Large-scale Hierarchical Classification.

Siddharth Gopal, Yiming Yang, Bing Bai, Alexandru Niculescu-Mizil

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

2011

Statistical Learning for File-Type Identification.

Siddharth Gopal, Yiming Yang, Konstantin Salomatin, Jaime G. Carbonell

Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

2010

Multilabel classification with meta-level features.

Siddharth Gopal, Yiming Yang

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

CiteData: a new multi-faceted dataset for evaluating personalized search performance.

Abhay Harpale, Yiming Yang, Siddharth Gopal, Daqing He, Zhen Yue

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010