Showing 1–20 of 39 results
/ Date/ Name
Jun 25, 2020Globally-convergent Iteratively Reweighted Least Squares for Robust Regression ProblemsDec 11, 2022Corruption-tolerant Algorithms for Generalized Linear ModelsFeb 18, 2013On Translation Invariant Kernels and Screw FunctionsSep 28, 2021IGLU: Efficient GCN Training via Lazy UpdatesMay 22, 2020Epidemiologically and Socio-economically Optimal Policies via Bayesian OptimizationJul 10, 2022NGAME: Negative Mining-aware Mini-batching for Extreme ClassificationSep 17, 2009On Low Distortion Embeddings of Statistical Distance Measures into Low Dimensional SpacesMay 7, 2010Estimating small frequency moments of data stream: a characteristic function approachMay 26, 2015Surrogate Functions for Maximizing Precision at the TopOct 22, 2012Supervised Learning with Similarity FunctionsNov 25, 2025Provably Outlier-resistant Semi-parametric Regression for Transferable Calibration of Low-cost Air-quality SensorsMay 11, 2013On the Generalization Ability of Online Learning Algorithms for Pairwise Loss FunctionsMay 28, 2020MACER: A Modular Framework for Accelerated Compilation Error RepairMay 28, 2019Accelerating Extreme Classification via Adaptive Feature AgglomerationAug 1, 2021DECAF: Deep Extreme Classification with Label FeaturesMay 13, 2016Online Optimization Methods for the Quantification ProblemJul 1, 2016Efficient and Consistent Robust Time Series AnalysisAug 6, 2016On Context-Dependent Clustering of BanditsOct 24, 2014Online and Stochastic Gradient Methods for Non-decomposable Loss FunctionsJul 9, 2015Locally Non-linear Embeddings for Extreme Multi-label Learning