Artificial Intelligence

Adaptive Stochastic Optimization: From Sets to Paths NeurIPS 2015 Addressing Constraint Robustness to Torque Errors in Task-Space Inverse Dynamics RSS 2015 Adversarial Prediction Games for Multivariate Losses NeurIPS 2015 A Dynamic Convolutional Layer for Short Range Weather Prediction CVPR 2015 A Gaussian Process Model of Quasar Spectral Energy Distributions NeurIPS 2015 A Hybrid Approach for Probabilistic Inference using Random Projections ICML 2015 A hybrid sampler for Poisson-Kingman mixture models NeurIPS 2015 Algorithms with Logarithmic or Sublinear Regret for Constrained Contextual Bandits NeurIPS 2015 A low variance consistent test of relative dependency ICML 2015 A Market Framework for Eliciting Private Data NeurIPS 2015 A Mixed Bag of Emotions: Model, Predict, and Transfer Emotion Distributions CVPR 2015 A Multitask Point Process Predictive Model ICML 2015 An Active Learning Framework using Sparse-Graph Codes for Sparse Polynomials and Graph Sketching NeurIPS 2015 An Adaptive Data Representation for Robust Point-Set Registration and Merging ICCV 2015 An Efficient Minimal Solution for Multi-Camera Motion ICCV 2015 An embarrassingly simple approach to zero-shot learning ICML 2015 An Empirical Study of Stochastic Variational Inference Algorithms for the Beta Bernoulli Process ICML 2015 A New Perspective and Extension of the Gaussian Filter RSS 2015 An Exploration of Parameter Redundancy in Deep Networks With Circulant Projections ICCV 2015 A Nonparametric Bayesian Approach Toward Stacked Convolutional Independent Component Analysis ICCV 2015 Anytime Influence Bounds and the Explosive Behavior of Continuous-Time Diffusion Networks NeurIPS 2015 Appearance-Based Gaze Estimation in the Wild CVPR 2015 Approval Voting and Incentives in Crowdsourcing ICML 2015 Approximate Dynamic Programming for Two-Player Zero-Sum Markov Games ICML 2015 A Pseudo-Euclidean Iteration for Optimal Recovery in Noisy ICA NeurIPS 2015