Papers
An Art Gallery Approach to Ensuring that Landmarks are Distinguishable
Lawrence Erickson, Steven LaValle
Anatomically Constrained Decoding of Finger Flexion from Electrocorticographic Signals
Zuoguan Wang, Gerwin Schalk, Qiang Ji
Anechoic Blind Source Separation Using Wigner Marginals
Lars Omlor, Martin A. Giese
An Empirical Evaluation of Thompson Sampling
Olivier Chapelle, Lihong Li
An Exact Algorithm for F-Measure Maximization
Krzysztof J. Dembczynski, Willem Waegeman, Weiwei Cheng et al.
An ideal observer model for identifying the reference frame of objects
Joseph L. Austerweil, Abram L. Friesen, Thomas L. Griffiths
An Instantiation-Based Theorem Prover for First-Order Programming
Erik Zawadzki, Geoffrey Gordon, Andre Platzer
An Interaction Design Framework for Social Robots
Dylan Glas, Satoru Satake, Takayuki Kanda et al.
A Non-Parametric Approach to Dynamic Programming
Oliver B. Kroemer, Jan R. Peters
A novel greedy algorithm for Nyström approximation
Ahmed Farahat, Ali Ghodsi, Mohamed Kamel
An Unsupervised Decontamination Procedure For Improving The Reliability Of Human Judgments
Michael Mozer, Benjamin Link, Harold Pashler
Approximate inference for the loss-calibrated Bayesian
Simon Lacoste–Julien, Ferenc Huszár, Zoubin Ghahramani
Approximate Marginals in Latent Gaussian Models
Botond Cseke, Tom Heskes
Approximate Model Selection for Large Scale LSSVM
Lizhong Ding, Shizhong Liao
Approximating Semidefinite Programs in Sublinear Time
Dan Garber, Elad Hazan
A rational model of causal inference with continuous causes
Thomas L. Griffiths, Michael James
A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning
Stephane Ross, Geoffrey Gordon, Drew Bagnell
A Refined Margin Analysis for Boosting Algorithms via Equilibrium Margin
Liwei Wang, Masashi Sugiyama, Zhaoxiang Jing et al.
A Reinforcement Learning Theory for Homeostatic Regulation
Mehdi Keramati, Boris S. Gutkin
-Armed Bandits
Sébastien Bubeck, Rémi Munos, Gilles Stoltz et al.
A Serial Approach to Handling High-Dimensional Measurements in the Sigma-Point Kalman Filter
Colin McManus, Timothy Barfoot
A simple multi-armed bandit algorithm with optimal variation-bounded regret
Elad Hazan, Satyen Kale