Papers
The Security of Latent Dirichlet Allocation
Shike Mei, Xiaojin Zhu
Active Pointillistic Pattern Search
Yifei Ma, Danica J. Sutherland, Roman Garnett et al.
Tradeoffs for Space, Time, Data and Risk in Unsupervised Learning
Mario Lucic, Mesrob Ohannessian, Amin Karbasi et al.
Similarity Learning for High-Dimensional Sparse Data
Kuan Liu, Aurélien Bellet, Fei Sha
Sparsistency of \ell_1-Regularized M-Estimators
Yen-Huan Li, Jonathan Scarlett, Pradeep Ravikumar et al.
Conditional Restricted Boltzmann Machines for Multi-label Learning with Incomplete Labels
Xin Li, Feipeng Zhao, Yuhong Guo
Max-Margin Zero-Shot Learning for Multi-class Classification
Xin Li, Yuhong Guo
Compressed Sensing with Very Sparse Gaussian Random Projections
Ping Li, Cun-Hui Zhang
Toward Minimax Off-policy Value Estimation
Lihong Li, Remi Munos, Csaba Szepesvari
Scalable Optimization of Randomized Operational Decisions in Adversarial Classification Settings
Bo Li, Yevgeniy Vorobeychik
Modelling Policies in MDPs in Reproducing Kernel Hilbert Space
Guy Lever, Ronnie Stafford
Preferential Attachment in Graphs with Affinities
Jay Lee, Manzil Zaheer, Stephan Günnemann et al.
Deeply-Supervised Nets
Chen-Yu Lee, Saining Xie, Patrick Gallagher et al.
Particle Gibbs for Bayesian Additive Regression Trees
Balaji Lakshminarayanan, Daniel Roy, Yee Whye Teh
Sequential Kernel Herding: Frank-Wolfe Optimization for Particle Filtering
Simon Lacoste-Julien, Fredrik Lindsten, Francis Bach
Tight Regret Bounds for Stochastic Combinatorial Semi-Bandits
Branislav Kveton, Zheng Wen, Azin Ashkan et al.
Symmetric Iterative Proportional Fitting
Sven Kurras
Low-Rank Spectral Learning with Weighted Loss Functions
Alex Kulesza, Nan Jiang, Satinder Singh
Tensor Factorization via Matrix Factorization
Volodymyr Kuleshov, Arun Chaganty, Percy Liang
On Estimating L_2^2 Divergence
Akshay Krishnamurthy, Kirthevasan Kandasamy, Barnabas Poczos et al.
DART: Dropouts meet Multiple Additive Regression Trees
Rashmi Korlakai Vinayak, Ran Gilad-Bachrach
A Bayes consistent 1-NN classifier
Aryeh Kontorovich, Roi Weiss
Dimensionality estimation without distances
Matthäus Kleindessner, Ulrike Luxburg
Latent feature regression for multivariate count data
Arto Klami, Abhishek Tripathi, Johannes Sirola et al.