Papers
5,893 papers found
On Prior Distributions and Approximate Inference for Structured Variables
Oluwasanmi O Koyejo, Rajiv Khanna, Joydeep Ghosh et al.
Exclusive Feature Learning on Arbitrary Structures via $\ell_{1,2}$-norm
Deguang Kong, Ryohei Fujimaki, Ji Liu et al.
Coresets for k-Segmentation of Streaming Data
Guy Rosman, Mikhail Volkov, Dan Feldman et al.
Structure learning of antiferromagnetic Ising models
Guy Bresler, David Gamarnik, Devavrat Shah
Tree-structured Gaussian Process Approximations
Thang D Bui, Richard E Turner
Asynchronous Anytime Sequential Monte Carlo
Brooks Paige, Frank Wood, Arnaud Doucet et al.
Bayesian Inference for Structured Spike and Slab Priors
Michael R Andersen, Ole Winther, Lars K. Hansen
Submodular meets Structured: Finding Diverse Subsets in Exponentially-Large Structured Item Sets
Adarsh Prasad, Stefanie Jegelka, Dhruv Batra
Learning Distributed Representations for Structured Output Prediction
Vivek Srikumar, Christopher D. Manning
Object Localization based on Structural SVM using Privileged Information
Jan Feyereisl, Suha Kwak, Jeany Son et al.
Conditional Random Field Autoencoders for Unsupervised Structured Prediction
Waleed Ammar, Chris Dyer, Noah A. Smith
Sparse Bayesian structure learning with “dependent relevance determination” priors
Anqi Wu, Mijung Park, Oluwasanmi O Koyejo et al.
Discovering Structure in High-Dimensional Data Through Correlation Explanation
Greg Ver Steeg, Aram Galstyan
Bounded Regret for Finite-Armed Structured Bandits
Tor Lattimore, Remi Munos
Time-Sensitive Recommendation From Recurrent User Activities
Nan Du, Yichen Wang, Niao He et al.
Expressing an Image Stream with a Sequence of Natural Sentences
Cesc C Park, Gunhee Kim
Differentially Private Learning of Structured Discrete Distributions
Ilias Diakonikolas, Moritz Hardt, Ludwig Schmidt
Minimax Time Series Prediction
Wouter M. Koolen, Alan Malek, Peter L Bartlett et al.
Calibrated Structured Prediction
Volodymyr Kuleshov, Percy Liang
Tractable Bayesian Network Structure Learning with Bounded Vertex Cover Number
Janne H Korhonen, Pekka Parviainen
Unified View of Matrix Completion under General Structural Constraints
Suriya Gunasekar, Arindam Banerjee, Joydeep Ghosh
A Structural Smoothing Framework For Robust Graph Comparison
Pinar Yanardag, S.V.N. Vishwanathan
Learning structured densities via infinite dimensional exponential families
Siqi Sun, Mladen Kolar, Jinbo Xu