Papers
Lifted Inference Seen from the Other Side : The Tractable Features
Abhay Jha, Vibhav Gogate, Alexandra Meliou et al.
More data means less inference: A pseudo-max approach to structured learning
David Sontag, Ofer Meshi, Amir Globerson et al.
Stability Approach to Regularization Selection (StARS) for High Dimensional Graphical Models
Han Liu, Kathryn Roeder, Larry Wasserman
Fractionally Predictive Spiking Neurons
Jaldert Rombouts, Sander M. Bohte
Group Sparse Coding with a Laplacian Scale Mixture Prior
Pierre Garrigues, Bruno A. Olshausen
Learning Multiple Tasks using Manifold Regularization
Arvind Agarwal, Samuel Gerber, Hal Daume
Phoneme Recognition with Large Hierarchical Reservoirs
Fabian Triefenbach, Azarakhsh Jalalvand, Benjamin Schrauwen et al.
New Adaptive Algorithms for Online Classification
Francesco Orabona, Koby Crammer
Decoding Ipsilateral Finger Movements from ECoG Signals in Humans
Yuzong Liu, Mohit Sharma, Charles Gaona et al.
Beyond Actions: Discriminative Models for Contextual Group Activities
Tian Lan, Yang Wang, Weilong Yang et al.
Evidence-Specific Structures for Rich Tractable CRFs
Anton Chechetka, Carlos Guestrin
Copula Bayesian Networks
Gal Elidan
Variational bounds for mixed-data factor analysis
Mohammad Emtiyaz Khan, Guillaume Bouchard, Kevin P. Murphy et al.
Online Learning in The Manifold of Low-Rank Matrices
Uri Shalit, Daphna Weinshall, Gal Chechik
(RF)^2 -- Random Forest Random Field
Nadia Payet, Sinisa Todorovic
Evaluation of Rarity of Fingerprints in Forensics
Chang Su, Sargur Srihari
Trading off Mistakes and Don't-Know Predictions
Amin Sayedi, Morteza Zadimoghaddam, Avrim Blum
Constructing Skill Trees for Reinforcement Learning Agents from Demonstration Trajectories
George Konidaris, Scott Kuindersma, Roderic Grupen et al.
Sparse Inverse Covariance Selection via Alternating Linearization Methods
Katya Scheinberg, Shiqian Ma, Donald Goldfarb
A VLSI Implementation of the Adaptive Exponential Integrate-and-Fire Neuron Model
Sebastian Millner, Andreas Grübl, Karlheinz Meier et al.
Link Discovery using Graph Feature Tracking
Emile Richard, Nicolas Baskiotis, Theodoros Evgeniou et al.
Auto-Regressive HMM Inference with Incomplete Data for Short-Horizon Wind Forecasting
Chris Barber, Joseph Bockhorst, Paul Roebber
b-Bit Minwise Hashing for Estimating Three-Way Similarities
Ping Li, Arnd Konig, Wenhao Gui
Structured Determinantal Point Processes
Alex Kulesza, Ben Taskar