Papers
Sparse nonnegative deconvolution for compressive calcium imaging: algorithms and phase transitions
Eftychios A Pnevmatikakis, Liam Paninski
Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis
Nikhil Rao, Christopher Cox, Rob Nowak et al.
Spectral methods for neural characterization using generalized quadratic models
ll Memming Park, Evan W Archer, Nicholas Priebe et al.
Speeding up Permutation Testing in Neuroimaging
Chris Hinrichs, Vamsi K Ithapu, Qinyuan Sun et al.
Speedup Matrix Completion with Side Information: Application to Multi-Label Learning
Miao Xu, Rong Jin, Zhi-Hua Zhou
Spike train entropy-rate estimation using hierarchical Dirichlet process priors
Karin C Knudson, Jonathan W Pillow
Statistical Active Learning Algorithms
Maria-Florina F Balcan, Vitaly Feldman
Statistical analysis of coupled time series with Kernel Cross-Spectral Density operators.
Michel Besserve, Nikos K. Logothetis, Bernhard Schölkopf
Stochastic blockmodel approximation of a graphon: Theory and consistent estimation
Edoardo M. Airoldi, Thiago B Costa, Stanley H Chan
Stochastic Convex Optimization with Multiple Objectives
Mehrdad Mahdavi, Tianbao Yang, Rong Jin
Stochastic Gradient Riemannian Langevin Dynamics on the Probability Simplex
Sam Patterson, Yee Whye Teh
Stochastic Optimization of PCA with Capped MSG
Raman Arora, Andy Cotter, Nati Srebro
Stochastic Ratio Matching of RBMs for Sparse High-Dimensional Inputs
Yann Dauphin, Yoshua Bengio
Streaming Variational Bayes
Tamara Broderick, Nicholas Boyd, Andre Wibisono et al.
Structured Learning via Logistic Regression
Justin Domke
Submodular Optimization with Submodular Cover and Submodular Knapsack Constraints
Rishabh K Iyer, Jeff A. Bilmes
Summary Statistics for Partitionings and Feature Allocations
Isik B Fidaner, Taylan Cemgil
Supervised Sparse Analysis and Synthesis Operators
Pablo Sprechmann, Roee Litman, Tal Ben Yakar et al.
Symbolic Opportunistic Policy Iteration for Factored-Action MDPs
Aswin Raghavan, Roni Khardon, Alan Fern et al.
Synthesizing Robust Plans under Incomplete Domain Models
Tuan A Nguyen, Subbarao Kambhampati, Minh Do
The Fast Convergence of Incremental PCA
Akshay Balsubramani, Sanjoy Dasgupta, Yoav Freund
The Pareto Regret Frontier
Wouter M. Koolen
The Power of Asymmetry in Binary Hashing
Behnam Neyshabur, Nati Srebro, Ruslan Salakhutdinov et al.
The Randomized Dependence Coefficient
David Lopez-Paz, Philipp Hennig, Bernhard Schölkopf