Papers
8,340 papers found
Non-Gaussian Discriminative Factor Models via the Max-Margin Rank-Likelihood
Xin Yuan, Ricardo Henao, Ephraim Tsalik et al.
Non-Linear Cross-Domain Collaborative Filtering via Hyper-Structure Transfer
Yan-Fu Liu, Cheng-Yu Hsu, Shan-Hung Wu
Non-Stationary Approximate Modified Policy Iteration
Boris Lesner, Bruno Scherrer
Off-policy Model-based Learning under Unknown Factored Dynamics
Assaf Hallak, Francois Schnitzler, Timothy Mann et al.
On Deep Multi-View Representation Learning
Weiran Wang, Raman Arora, Karen Livescu et al.
On Greedy Maximization of Entropy
Dravyansh Sharma, Ashish Kapoor, Amit Deshpande
On Identifying Good Options under Combinatorially Structured Feedback in Finite Noisy Environments
Yifan Wu, Andras Gyorgy, Csaba Szepesvari
Online Learning of Eigenvectors
Dan Garber, Elad Hazan, Tengyu Ma
Online Time Series Prediction with Missing Data
Oren Anava, Elad Hazan, Assaf Zeevi
Online Tracking by Learning Discriminative Saliency Map with Convolutional Neural Network
Seunghoon Hong, Tackgeun You, Suha Kwak et al.
On Symmetric and Asymmetric LSHs for Inner Product Search
Behnam Neyshabur, Nathan Srebro
On TD(0) with function approximation: Concentration bounds and a centered variant with exponential convergence
Nathaniel Korda, Prashanth La
On the Optimality of Multi-Label Classification under Subset Zero-One Loss for Distributions Satisfying the Composition Property
Maxime Gasse, Alexandre Aussem, Haytham Elghazel
On the Rate of Convergence and Error Bounds for LSTD(λ)
Manel Tagorti, Bruno Scherrer
On the Relationship between Sum-Product Networks and Bayesian Networks
Han Zhao, Mazen Melibari, Pascal Poupart
Optimal and Adaptive Algorithms for Online Boosting
Alina Beygelzimer, Satyen Kale, Haipeng Luo
Optimal Regret Analysis of Thompson Sampling in Stochastic Multi-armed Bandit Problem with Multiple Plays
Junpei Komiyama, Junya Honda, Hiroshi Nakagawa
Optimizing Neural Networks with Kronecker-factored Approximate Curvature
James Martens, Roger Grosse
Optimizing Non-decomposable Performance Measures: A Tale of Two Classes
Harikrishna Narasimhan, Purushottam Kar, Prateek Jain
Ordered Stick-Breaking Prior for Sequential MCMC Inference of Bayesian Nonparametric Models
Mrinal Das, Trapit Bansal, Chiranjib Bhattacharyya
Ordinal Mixed Membership Models
Seppo Virtanen, Mark Girolami
Paired-Dual Learning for Fast Training of Latent Variable Hinge-Loss MRFs
Stephen Bach, Bert Huang, Jordan Boyd-Graber et al.
PASSCoDe: Parallel ASynchronous Stochastic dual Co-ordinate Descent
Cho-Jui Hsieh, Hsiang-Fu Yu, Inderjit Dhillon
PeakSeg: constrained optimal segmentation and supervised penalty learning for peak detection in count data
Toby Hocking, Guillem Rigaill, Guillaume Bourque
Phrase-based Image Captioning
Remi Lebret, Pedro Pinheiro, Ronan Collobert