Papers
Optimistic Bandit Convex Optimization
Scott Yang, Mehryar Mohri
Optimistic Gittins Indices
Eli Gutin, Vivek Farias
Optimization as Estimation with Gaussian Processes in Bandit Settings
Zi Wang, Bolei Zhou, Stefanie Jegelka
Optimization of Speech Enhancement Front-End with Speech Recognition-Level Criterion
Takuya Higuchi, Takuya Yoshioka, Tomohiro Nakatani
Optimizing affinity-based binary hashing using auxiliary coordinates
Ramin Raziperchikolaei, Miguel A. Carreira-Perpinan
Optimizing Speech Recognition Evaluation Using Stratified Sampling
Janne Pylkkönen, Thomas Drugman, Max Bisani
Oracle Based Active Set Algorithm for Scalable Elastic Net Subspace Clustering
Chong You, Chun-Guang Li, Daniel P. Robinson et al.
Ordered Weighted L1 Regularized Regression with Strongly Correlated Covariates: Theoretical Aspects
Mario Figueiredo, Robert Nowak
Ordinal Regression With Multiple Output CNN for Age Estimation
Zhenxing Niu, Mo Zhou, Le Wang et al.
Orthogonal Random Features
Felix Xinnan X Yu, Ananda Theertha Suresh, Krzysztof M Choromanski et al.
Out of Set Language Modelling in Hierarchical Language Identification
Saad Irtza, Vidhyasaharan Sethu, Sarith Fernando et al.
Overcoming Data Sparsity in Acoustic Modeling of Low-Resource Language by Borrowing Data and Model Parameters from High-Resource Languages
Basil Abraham, S. Umesh, Neethu Mariam Joy
PAC-Bayesian Bounds based on the Rényi Divergence
Luc Bégin, Pascal Germain, François Laviolette et al.
PAC-Bayesian Theory Meets Bayesian Inference
Pascal Germain, Francis Bach, Alexandre Lacoste et al.
PAC learning of Probabilistic Automaton based on the Method of Moments
Hadrien Glaude, Olivier Pietquin
PAC Lower Bounds and Efficient Algorithms for The Max K-Armed Bandit Problem
Yahel David, Nahum Shimkin
PAC Reinforcement Learning with Rich Observations
Akshay Krishnamurthy, Alekh Agarwal, John Langford
Pairwise Choice Markov Chains
Stephen Ragain, Johan Ugander
Pairwise Decomposition of Image Sequences for Active Multi-View Recognition
Edward Johns, Stefan Leutenegger, Andrew J. Davison
Pair-Wise Distance Metric Learning of Neural Network Model for Spoken Language Identification
Xugang Lu, Peng Shen, Yu Tsao et al.
Pairwise Linear Regression Classification for Image Set Retrieval
Qingxiang Feng, Yicong Zhou, Rushi Lan
Pairwise Matching Through Max-Weight Bipartite Belief Propagation
Zhen Zhang, Qinfeng Shi, Julian McAuley et al.
Panoramic Stereo Videos With a Single Camera
Rajat Aggarwal, Amrisha Vohra, Anoop M. Namboodiri