Papers
On Multiplicative Integration with Recurrent Neural Networks
Yuhuai Wu, Saizheng Zhang, Ying Zhang et al.
On Online Attention-Based Speech Recognition and Joint Mandarin Character-Pinyin Training
William Chan, Ian Lane
On Pruning with the MDL Score
Eunice Yuh-Jie Chen, Arthur Choi, Adnan Darwiche
On Quantile Regression in Reproducing Kernel Hilbert Spaces with the Data Sparsity Constraint
Chong Zhang, Yufeng Liu, Yichao Wu
On Regularizing Rademacher Observation Losses
Richard Nock
On Robustness of Kernel Clustering
Bowei Yan, Purnamrita Sarkar
On Searching for Generalized Instrumental Variables
Benito Zander, Maciej Liśkiewicz
On Sparse Variational Methods and the Kullback-Leibler Divergence between Stochastic Processes
Alexander G. de G. Matthews, James Hensman, Richard Turner et al.
On Stacking Probabilistic Temporal Models with Bidirectional Information Flow
Thomas Geier, Michael Glodek, Georg Layher et al.
On the Analysis of Complex Backup Strategies in Monte Carlo Tree Search
Piyush Khandelwal, Elad Liebman, Scott Niekum et al.
On the Appropriateness of Complex-Valued Neural Networks for Speech Enhancement
Lukas Drude, Bhiksha Raj, Reinhold Haeb-Umbach
On the Approximability of Sparse PCA
Siu On Chan, Dimitris Papailliopoulos, Aviad Rubinstein
On the capacity of information processing systems
Laurent Massoulie, Kuang Xu
On the Characterization of a Class of Fisher-Consistent Loss Functions and its Application to Boosting
Matey Neykov, Jun S. Liu, Tianxi Cai
On the Complexity of Best-Arm Identification in Multi-Armed Bandit Models
Emilie Kaufmann, Olivier Cappé, Aurélien Garivier
On the Consistency of Feature Selection With Lasso for Non-linear Targets
Yue Zhang, Weihong Guo, Soumya Ray
On the Consistency of the Likelihood Maximization Vertex Nomination Scheme: Bridging the Gap Between Maximum Likelihood Estimation and Graph Matching
Vince Lyzinski, Keith Levin, Donniell E. Fishkind et al.
On the contribution of word embeddings to temporal relation classification
Paramita Mirza, Sara Tonelli
On the Correlation and Transferability of Features Between Automatic Speech Recognition and Speech Emotion Recognition
Haytham M. Fayek, Margaret Lech, Lawrence Cavedon
On the Efficient Representation and Execution of Deep Acoustic Models
Raziel Alvarez, Rohit Prabhavalkar, Anton Bakhtin
On the Estimation of the Gradient Lines of a Density and the Consistency of the Mean-Shift Algorithm
Ery Arias-Castro, David Mason, Bruno Pelletier
On the Expressive Power of Deep Learning: A Tensor Analysis
Nadav Cohen, Or Sharir, Amnon Shashua
On the Impact of Seed Words on Sentiment Polarity Lexicon Induction
Dame Jovanoski, Veno Pachovski, Preslav Nakov
On the Importance of Efficient Transition Modeling for Speaker Diarization
Itshak Lapidot, Jean-François Bonastre