Papers
Circuit Switching Under the Radar with REACToR
He Liu, Feng Lu, Alex Forencich et al.
2014
NSDI
Active Imitation Learning: Formal and Practical Reductions to I.I.D. Learning
Kshitij Judah, Alan P. Fern, Thomas G. Dietterich et al.
Parallelizing Exploration-Exploitation Tradeoffs in Gaussian Process Bandit Optimization
Thomas Desautels, Andreas Krause, Joel W. Burdick
Robust Hierarchical Clustering
Maria-Florina Balcan, Yingyu Liang, Pramod Gupta
Effective Sampling and Learning for Mallows Models with Pairwise-Preference Data
Tyler Lu, Craig Boutilier
Order-Independent Constraint-Based Causal Structure Learning
Diego Colombo, Marloes H. Maathuis
Semi-Supervised Eigenvectors for Large-Scale Locally-Biased Learning
Toke J. Hansen, Michael W. Mahoney
Transfer Learning Decision Forests for Gesture Recognition
Norberto A. Goussies, Sebastián Ubalde, Marta Mejail
New Results for Random Walk Learning
Jeffrey C. Jackson, Karl Wimmer
Revisiting Bayesian Blind Deconvolution
David Wipf, Haichao Zhang
What Regularized Auto-Encoders Learn from the Data-Generating Distribution
Guillaume Alain, Yoshua Bengio
Seeded Graph Matching for Correlated Erdos-Renyi Graphs
Vince Lyzinski, Donniell E. Fishkind, Carey E. Priebe
Multi-Objective Reinforcement Learning using Sets of Pareto Dominating Policies
Kristof Van Moffaert, Ann Nowé
Revisiting Stein's Paradox: Multi-Task Averaging
Sergey Feldman, Maya R. Gupta, Bela A. Frigyik
Efficient Learning and Planning with Compressed Predictive States
William Hamilton, Mahdi Milani Fard, Joelle Pineau
SPMF: A Java Open-Source Pattern Mining Library
Philippe Fournier-Viger, Antonio Gomariz, Ted Gueniche et al.
On the Bayes-Optimality of F-Measure Maximizers
Willem Waegeman, Krzysztof Dembczyński, Arkadiusz Jachnik et al.
Convolutional Nets and Watershed Cuts for Real-Time Semantic Labeling of RGBD Videos
Camille Couprie, Clément Farabet, Laurent Najman et al.
The Gesture Recognition Toolkit
Nicholas Gillian, Joseph A. Paradiso
Alternating Linearization for Structured Regularization Problems
Xiaodong Lin, Minh Pham, Andrzej Ruszczyński
Statistical Analysis of Metric Graph Reconstruction
Fabrizio Lecci, Alessandro Rinaldo, Larry Wasserman
Matrix Completion with the Trace Norm: Learning, Bounding, and Transducing
Ohad Shamir, Shai Shalev-Shwartz
Active Contextual Policy Search
Alexander Fabisch, Jan Hendrik Metzen