| STARDATA: A StarCraft AI Research Dataset | Aug 7, 2017 | DiversityImitation Learning | CodeCode Available | 0 |
| An Information-Theoretic Optimality Principle for Deep Reinforcement Learning | Aug 6, 2017 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Streaming kernel regression with provably adaptive mean, variance, and regularization | Aug 2, 2017 | regressionThompson Sampling | —Unverified | 0 |
| Breaking the curse of dimensionality in regression | Aug 1, 2017 | regressionvalid | —Unverified | 0 |
| Adaptive Inferential Method for Monotone Graph Invariants | Jul 28, 2017 | valid | —Unverified | 0 |
| Gradient-based Inference for Networks with Output Constraints | Jul 26, 2017 | Constituency ParsingSemantic Role Labeling | —Unverified | 0 |
| Rule-Based Spanish Morphological Analyzer Built From Spell Checking Lexicon | Jul 23, 2017 | Morphological Analysisvalid | —Unverified | 0 |
| Unsupervised Object Discovery and Co-Localization by Deep Descriptor Transforming | Jul 20, 2017 | Objectobject-detection | —Unverified | 0 |
| Global optimization for low-dimensional switching linear regression and bounded-error estimation | Jul 18, 2017 | global-optimizationregression | —Unverified | 0 |
| Knowledge-Guided Recurrent Neural Network Learning for Task-Oriented Action Prediction | Jul 15, 2017 | Common Sense Reasoningvalid | —Unverified | 0 |
| Armstrong's Axioms and Navigation Strategies | Jul 13, 2017 | valid | —Unverified | 0 |
| What Is the Space of Attenuation Coefficients in Underwater Computer Vision? | Jul 1, 2017 | Image Reconstructionvalid | —Unverified | 0 |
| Failing to Learn: Autonomously Identifying Perception Failures for Self-driving Cars | Jun 30, 2017 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 0 |
| Structured Recommendation | Jun 27, 2017 | Recommendation SystemsStructured Prediction | —Unverified | 0 |
| Combined Task and Motion Planning as Classical AI Planning | Jun 21, 2017 | Motion PlanningTask and Motion Planning | —Unverified | 0 |
| An Unsupervised Method for Estimating the Global Horizontal Irradiance from Photovoltaic Power Measurements | Jun 21, 2017 | valid | CodeCode Available | 0 |
| Rotational Rectification Network: Enabling Pedestrian Detection for Mobile Vision | Jun 19, 2017 | Pedestrian Detectionvalid | —Unverified | 0 |
| An a Priori Exponential Tail Bound for k-Folds Cross-Validation | Jun 19, 2017 | Generalization Boundsvalid | —Unverified | 0 |
| A framework for Multi-A(rmed)/B(andit) testing with online FDR control | Jun 16, 2017 | valid | CodeCode Available | 0 |
| Accelerating Bayesian Structure Learning in Sparse Gaussian Graphical Models | Jun 14, 2017 | Computational EfficiencyModel Selection | CodeCode Available | 0 |
| DSOS and SDSOS Optimization: More Tractable Alternatives to Sum of Squares and Semidefinite Optimization | Jun 8, 2017 | valid | —Unverified | 0 |
| Information, Privacy and Stability in Adaptive Data Analysis | Jun 2, 2017 | valid | —Unverified | 0 |
| Using GPI-2 for Distributed Memory Paralleliziation of the Caffe Toolbox to Speed up Deep Neural Network Training | May 31, 2017 | Blockingvalid | —Unverified | 0 |
| Twitter Hashtag Recommendation using Matrix Factorization | May 30, 2017 | Recommendation Systemsvalid | —Unverified | 0 |
| Contextual Explanation Networks | May 29, 2017 | Image ClassificationInterpretability Techniques for Deep Learning | CodeCode Available | 0 |
| Towards meaningful physics from generative models | May 26, 2017 | valid | —Unverified | 0 |
| Accelerated Parallel Non-conjugate Sampling for Bayesian Non-parametric Models | May 19, 2017 | Bayesian Inferencevalid | —Unverified | 0 |
| In Defense of the Indefensible: A Very Naive Approach to High-Dimensional Inference | May 16, 2017 | regressionvalid | —Unverified | 0 |
| Show, Adapt and Tell: Adversarial Training of Cross-domain Image Captioner | May 2, 2017 | Image CaptioningSentence | CodeCode Available | 0 |
| Predicting Foreground Object Ambiguity and Efficiently Crowdsourcing the Segmentation(s) | Apr 30, 2017 | DiversityObject | —Unverified | 0 |
| A Flexible Framework for Hypothesis Testing in High-dimensions | Apr 26, 2017 | regressionTwo-sample testing | —Unverified | 0 |
| Data-adaptive statistics for multiple hypothesis testing in high-dimensional settings | Apr 24, 2017 | AstronomyMarketing | CodeCode Available | 0 |
| Generic LSH Families for the Angular Distance Based on Johnson-Lindenstrauss Projections and Feature Hashing LSH | Apr 15, 2017 | valid | —Unverified | 0 |
| On the stochastic evolution of finite populations | Apr 13, 2017 | valid | —Unverified | 0 |
| Equivalence between synaptic current dynamics and heterogeneous propagation delays in spiking neuron networks | Apr 10, 2017 | valid | —Unverified | 0 |
| DRAW: Deep networks for Recognizing styles of Artists Who illustrate children's books | Apr 10, 2017 | General Classificationvalid | —Unverified | 0 |
| Seismic facies recognition based on prestack data using deep convolutional autoencoder | Apr 8, 2017 | Clusteringvalid | —Unverified | 0 |
| Embodied Artificial Intelligence through Distributed Adaptive Control: An Integrated Framework | Apr 5, 2017 | BenchmarkingBoard Games | —Unverified | 0 |
| Improving Evaluation of Document-level Machine Translation Quality Estimation | Apr 1, 2017 | Document Level Machine TranslationMachine Translation | —Unverified | 0 |
| Word Embedding and Topic Modeling Enhanced Multiple Features for Content Linking and Argument / Sentiment Labeling in Online Forums | Apr 1, 2017 | ClusteringSentence | —Unverified | 0 |
| Extending Automatic Discourse Segmentation for Texts in Spanish to Catalan | Mar 11, 2017 | Discourse Segmentationvalid | —Unverified | 0 |
| Tuning Over-Relaxed ADMM | Mar 10, 2017 | valid | —Unverified | 0 |
| Grammar Variational Autoencoder | Mar 6, 2017 | Bayesian OptimizationSymbolic Regression | CodeCode Available | 0 |
| Outlier Cluster Formation in Spectral Clustering | Mar 3, 2017 | ClusteringFace Clustering | —Unverified | 0 |
| Modeling non-stationarities in high-frequency financial time series | Feb 27, 2017 | Model SelectionTime Series | —Unverified | 0 |
| Sequence Modeling via Segmentations | Feb 24, 2017 | Segmentationspeech-recognition | CodeCode Available | 0 |
| Context-Aware Prediction of Derivational Word-forms | Feb 22, 2017 | DecoderForm | CodeCode Available | 0 |
| A mathematical model for gene evolution after whole genome duplication | Feb 21, 2017 | valid | —Unverified | 0 |
| Uniform Inference for High-dimensional Quantile Regression: Linear Functionals and Regression Rank Scores | Feb 20, 2017 | quantile regressionregression | —Unverified | 0 |
| FMRI Clustering and False Positive Rates | Feb 16, 2017 | Clusteringvalid | —Unverified | 0 |