Papers
4,025 papers found
Bayesian Structure Learning for Functional Neuroimaging
Mijung Park, Oluwasanmi Koyejo, Joydeep Ghosh et al.
Bethe Bounds and Approximating the Global Optimum
Adrian Weller, Tony Jebara
Beyond Sentiment: The Manifold of Human Emotions
Seungyeon Kim, Fuxin Li, Guy Lebanon et al.
Block Regularized Lasso for Multivariate Multi-Response Linear Regression
Weiguang Wang, Yingbin Liang, Eric Xing
Central Limit Theorems for Conditional Markov Chains
Mathieu Sinn, Bei Chen
Changepoint Detection over Graphs with the Spectral Scan Statistic
James Sharpnack, Aarti Singh, Alessandro Rinaldo
Clustered Support Vector Machines
Quanquan Gu, Jiawei Han
Clustering Oligarchies
Margareta Ackerman, Shai Ben-David, David Loker et al.
Collapsed Variational Bayesian Inference for Hidden Markov Models
Pengyu Wang, Phil Blunsom
Competing with an Infinite Set of Models in Reinforcement Learning
Phuong Nguyen, Odalric-Ambrym Maillard, Daniil Ryabko et al.
Completeness Results for Lifted Variable Elimination
Nima Taghipour, Daan Fierens, Guy Van den Broeck et al.
Computing the M Most Probable Modes of a Graphical Model
Chao Chen, Vladimir Kolmogorov, Yan Zhu et al.
Consensus Ranking with Signed Permutations
Raman Arora, Marina Meilă
Convex Collective Matrix Factorization
Guillaume Bouchard, Dawei Yin, Shengbo Guo
Data-driven covariate selection for nonparametric estimation of causal effects
Doris Entner, Patrik Hoyer, Peter Spirtes
Deep Gaussian Processes
Andreas Damianou, Neil D. Lawrence
Detecting Activations over Graphs using Spanning Tree Wavelet Bases
James Sharpnack, Aarti Singh, Akshay Krishnamurthy
Diagonal Orthant Multinomial Probit Models
James Johndrow, David Dunson, Kristian Lum
Distributed and Adaptive Darting Monte Carlo through Regenerations
Sungjin Ahn, Yutian Chen, Max Welling
Distributed Learning of Gaussian Graphical Models via Marginal Likelihoods
Zhaoshi Meng, Dennis Wei, Ami Wiesel et al.
Distribution-Free Distribution Regression
Barnabas Poczos, Aarti Singh, Alessandro Rinaldo et al.
DivMCuts: Faster Training of Structural SVMs with Diverse M-Best Cutting-Planes
Abner Guzman-Rivera, Pushmeet Kohli, Dhruv Batra
Dual Decomposition for Joint Discrete-Continuous Optimization
Christopher Zach
DYNACARE: Dynamic Cardiac Arrest Risk Estimation
Joyce Ho, Yubin Park, Carlos Carvalho et al.
Dynamic Copula Networks for Modeling Real-valued Time Series
Elad Eban, Gideon Rothschild, Adi Mizrahi et al.