CiteData: a new multi-faceted dataset for evaluating personalized search performance. - Abhay Harpale; Yiming Yang; Siddharth Gopal; Daqing He; Zhen Yue (CIKM, 2010)

Multilabel classification with meta-level features. - Siddharth Gopal; Yiming Yang (SIGIR, 2010)

Statistical Learning for File-Type Identification. - Siddharth Gopal; Yiming Yang; Konstantin Salomatin; Jaime G. Carbonell (ICMLA (1), 2011)

Bayesian models for Large-scale Hierarchical Classification. - Siddharth Gopal; Yiming Yang; Bing Bai; Alexandru Niculescu-Mizil (NIPS, 2012)

Multilabel classification with meta-level features in a learning-to-rank framework. - Yiming Yang; Siddharth Gopal (Mach. Learn., 2012)

Distributed training of Large-scale Logistic models. - Siddharth Gopal; Yiming Yang (ICML (2), 2013)

Recursive regularization for large-scale classification with hierarchical and graphical dependencies. - Siddharth Gopal; Yiming Yang (KDD, 2013)

Von Mises-Fisher Clustering Models. - Siddharth Gopal; Yiming Yang (ICML, 2014)

Transformation-based Probabilistic Clustering with Supervision. - Siddharth Gopal; Yiming Yang (UAI, 2014)

Hierarchical Bayesian Inference and Recursive Regularization for Large-Scale Classification. - Siddharth Gopal; Yiming Yang (ACM Trans. Knowl. Discov. Data, 2015)

Adaptive Sampling for SGD by Exploiting Side Information. - Siddharth Gopal (ICML, 2016)

Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention. - Tsendsuren Munkhdalai; Manaal Faruqui; Siddharth Gopal (CoRR, 2024)