Siddharth Gopal

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 2

Top Topics

Bayesian Models

Hierarchical Bayesian

Top Venues

ACM Trans. Knowl. Discov. Data

Publications

Tsendsuren Munkhdalai, Manaal Faruqui, Siddharth Gopal
Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention. CoRR (2024)
Siddharth Gopal
Adaptive Sampling for SGD by Exploiting Side Information. ICML (2016)
Siddharth Gopal, Yiming Yang
Hierarchical Bayesian Inference and Recursive Regularization for Large-Scale Classification. ACM Trans. Knowl. Discov. Data 9 (3) (2015)
Siddharth Gopal, Yiming Yang
Transformation-based Probabilistic Clustering with Supervision. UAI (2014)
Siddharth Gopal, Yiming Yang
Von Mises-Fisher Clustering Models. ICML (2014)
Siddharth Gopal, Yiming Yang
Distributed training of Large-scale Logistic models. ICML (2) (2013)
Siddharth Gopal, Yiming Yang
Recursive regularization for large-scale classification with hierarchical and graphical dependencies. KDD (2013)
Yiming Yang, Siddharth Gopal
Multilabel classification with meta-level features in a learning-to-rank framework. Mach. Learn. 88 (1-2) (2012)
Siddharth Gopal, Yiming Yang, Bing Bai, Alexandru Niculescu-Mizil
Bayesian models for Large-scale Hierarchical Classification. NIPS (2012)
Siddharth Gopal, Yiming Yang, Konstantin Salomatin, Jaime G. Carbonell
Statistical Learning for File-Type Identification. ICMLA (1) (2011)
Siddharth Gopal, Yiming Yang
Multilabel classification with meta-level features. SIGIR (2010)
Abhay Harpale, Yiming Yang, Siddharth Gopal, Daqing He, Zhen Yue
CiteData: a new multi-faceted dataset for evaluating personalized search performance. CIKM (2010)