Papers
A unified framework for high-dimensional analysis of $M$-estimators with decomposable regularizers
Sahand Negahban, Bin Yu, Martin J. Wainwright et al.
Bayesian Belief Polarization
Alan Jern, Kai-min Chang, Charles Kemp
Bayesian estimation of orientation preference maps
Sebastian Gerwinn, Leonard White, Matthias Kaschube et al.
Bayesian Network Structure Learning by Recursive Autonomy Identification
Raanan Yehezkel, Boaz Lerner
Bayesian Nonparametric Models on Decomposable Graphs
Francois Caron, Arnaud Doucet
Bayesian Source Localization with the Multivariate Laplace Prior
Marcel V. Gerven, Botond Cseke, Robert Oostenveld et al.
Bayesian Sparse Factor Models and DAGs Inference and Comparison
Ricardo Henao, Ole Winther
Beyond Categories: The Visual Memex Model for Reasoning About Object Relationships
Tomasz Malisiewicz, Alyosha Efros
Beyond Convexity: Online Submodular Minimization
Elad Hazan, Satyen Kale
Bilinear classifiers for visual recognition
Hamed Pirsiavash, Deva Ramanan, Charless C. Fowlkes
Boosting with Spatial Regularization
Yongxin Xi, Uri Hasson, Peter J. Ramadge et al.
Bootstrapping from Game Tree Search
Joel Veness, David Silver, Alan Blair et al.
Bounded Kernel-Based Online Learning
Francesco Orabona, Joseph Keshet, Barbara Caputo
Breaking Boundaries Between Induction Time and Diagnosis Time Active Information Acquisition
Ashish Kapoor, Eric Horvitz
Bridging the gap between passivity and transparency
M. Franken, S. Stramigioli, R. Reilink et al.
Canonical Time Warping for Alignment of Human Behavior
Feng Zhou, Fernando Torre
CarpeDiem: Optimizing the Viterbi Algorithm and Applications to Supervised Sequential Learning
Roberto Esposito, Daniele P. Radicioni
Cautious Collective Classification
Luke K. McDowell, Kalyan Moy Gupta, David W. Aha
Cellular muscle actuators with variable resonant frequencies
T. W. Secord and H. H. Asada
Centralized path planning for multiple robots: Optimal decoupling into sequential plans
J. van den Berg, J. Snoeyink, M. Lin and D. Manocha
Classification with Gaussians and Convex Loss
Dao-Hong Xiang, Ding-Xuan Zhou
Clustering sequence sets for motif discovery
Jong K. Kim, Seungjin Choi
Code-specific policy gradient rules for spiking neurons
Henning Sprekeler, Guillaume Hennequin, Wulfram Gerstner
Complexity of Decentralized Control: Special Cases
Martin Allen, Shlomo Zilberstein