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Hanzhang Hu , Wen Sun , Arun Venkatraman , Martial Hebert , J. Andrew Bagnell : Gradient Boosting on Stochastic Data Streams. AISTATS 2017 : 595-603 export record
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conf/aistats/HuangYZHRD17 share record
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Xiangru Huang , Ian En-Hsu Yen , Ruohan Zhang , Qixing Huang , Pradeep Ravikumar , Inderjit S. Dhillon : Greedy Direction Method of Multiplier for MAP Inference of Large Output Domain. AISTATS 2017 : 1550-1559 share record
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Jonathan Huggins , James Zou : Quantifying the accuracy of approximate diffusions and Markov chains. AISTATS 2017 : 382-391 export record
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conf/aistats/HyvarinenM17 share record
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Aapo Hyvärinen , Hiroshi Morioka : Nonlinear ICA of Temporally Dependent Stationary Sources. AISTATS 2017 : 460-469 share record
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Catalin Ionescu , Alin-Ionut Popa , Cristian Sminchisescu : Large-Scale Data-Dependent Kernel Approximation. AISTATS 2017 : 19-27 share record
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Ghassen Jerfel , Mehmet Emin Basbug , Barbara E. Engelhardt : Dynamic Collaborative Filtering With Compound Poisson Factorization. AISTATS 2017 : 738-747 share record
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Heinrich Jiang , Samory Kpotufe : Modal-set estimation with an application to clustering. AISTATS 2017 : 1197-1206 share record
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Ke Jiang , Suvrit Sra , Brian Kulis : Combinatorial Topic Models using Small-Variance Asymptotics. AISTATS 2017 : 421-429 share record
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Chengming Jiang , Huiqing Xie , Zhaojun Bai : Robust and Efficient Computation of Eigenvectors in a Generalized Spectral Method for Constrained Clustering. AISTATS 2017 : 757-766 share record
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Kwang-Sung Jun , Francesco Orabona , Stephen J. Wright , Rebecca Willett : Improved Strongly Adaptive Online Learning using Coin Betting. AISTATS 2017 : 943-951 share record
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Seong-Hwan Jun , Samuel W. K. Wong , James V. Zidek , Alexandre Bouchard-Côté : Sequential Graph Matching with Sequential Monte Carlo. AISTATS 2017 : 1075-1084 share record
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Nathan Kallus : A Framework for Optimal Matching for Causal Inference. AISTATS 2017 : 372-381 export record
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conf/aistats/KatariyaKSVW17 share record
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Sumeet Katariya , Branislav Kveton , Csaba Szepesvári , Claire Vernade , Zheng Wen : Stochastic Rank-1 Bandits. AISTATS 2017 : 392-401 share record
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Mohammad Emtiyaz Khan , Wu Lin : Conjugate-Computation Variational Inference: Converting Variational Inference in Non-Conjugate Models to Inferences in Conjugate Models. AISTATS 2017 : 878-887 export record
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Rajiv Khanna , Ethan R. Elenberg , Alexandros G. Dimakis , Sahand N. Negahban , Joydeep Ghosh : Scalable Greedy Feature Selection via Weak Submodularity. AISTATS 2017 : 1560-1568 share record
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Rajiv Khanna , Joydeep Ghosh , Russell A. Poldrack , Oluwasanmi Koyejo : Information Projection and Approximate Inference for Structured Sparse Variables. AISTATS 2017 : 1358-1366 share record
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Aaron Klein , Stefan Falkner , Simon Bartels , Philipp Hennig , Frank Hutter : Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets. AISTATS 2017 : 528-536 share record
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Anna Korba , Stéphan Clémençon , Eric Sibony : A Learning Theory of Ranking Aggregation. AISTATS 2017 : 1001-1010 share record
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Samory Kpotufe : Lipschitz Density-Ratios, Structured Data, and Data-driven Tuning. AISTATS 2017 : 1320-1328 share record
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Meelis Kull , Telmo de Menezes e Silva Filho , Peter A. Flach : Beta calibration: a well-founded and easily implemented improvement on logistic calibration for binary classifiers. AISTATS 2017 : 623-631 share record
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Joon Kwon , Vianney Perchet : Online Learning and Blackwell Approachability with Partial Monitoring: Optimal Convergence Rates. AISTATS 2017 : 604-613 export record
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Himabindu Lakkaraju , Cynthia Rudin : Learning Cost-Effective and Interpretable Treatment Regimes. AISTATS 2017 : 166-175 export record
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conf/aistats/LattimoreS17 share record
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Tor Lattimore , Csaba Szepesvári : The End of Optimism? An Asymptotic Analysis of Finite-Armed Linear Bandits. AISTATS 2017 : 728-737 share record
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Tuan Anh Le , Atilim Gunes Baydin , Frank D. Wood : Inference Compilation and Universal Probabilistic Programming. AISTATS 2017 : 1338-1348 share record
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Rémi Leblond , Fabian Pedregosa , Simon Lacoste-Julien : ASAGA: Asynchronous Parallel SAGA. AISTATS 2017 : 46-54 share record
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Byung-Jun Lee , Jongmin Lee , Kee-Eung Kim : Hierarchically-partitioned Gaussian Process Approximation. AISTATS 2017 : 822-831 share record
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Lihua Lei , Michael I. Jordan : Less than a Single Pass: Stochastically Controlled Stochastic Gradient. AISTATS 2017 : 148-156 share record
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Ping Li : Binary and Multi-Bit Coding for Stable Random Projections. AISTATS 2017 : 1430-1438 share record
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Pan Li , Arya Mazumdar , Olgica Milenkovic : Efficient Rank Aggregation via Lehmer Codes. AISTATS 2017 : 450-459 share record
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Tianyang Li , Xinyang Yi , Constantine Caramanis , Pradeep Ravikumar : Minimax Gaussian Classification & Clustering. AISTATS 2017 : 1-9