| Model-based RL in Contextual Decision Processes: PAC bounds and Exponential Improvements over Model-free Approaches | Nov 21, 2018 | modelModel-based Reinforcement Learning | —Unverified | 0 |
| On a hypergraph probabilistic graphical model | Nov 20, 2018 | model | —Unverified | 0 |
| An Influence-based Clustering Model on Twitter | Nov 19, 2018 | Clusteringmodel | —Unverified | 0 |
| Mixed Likelihood Gaussian Process Latent Variable Model | Nov 19, 2018 | modelVariational Inference | CodeCode Available | 0 |
| Model change detection with application to machine learning | Nov 19, 2018 | BIG-bench Machine LearningChange Detection | —Unverified | 0 |
| Regularized adversarial examples for model interpretability | Nov 18, 2018 | model | —Unverified | 0 |
| Policy Optimization with Model-based Explorations | Nov 18, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| Model-based Approximate Query Processing | Nov 15, 2018 | model | —Unverified | 0 |
| Multi-cell LSTM Based Neural Language Model | Nov 15, 2018 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On transfer learning using a MAC model variant | Nov 15, 2018 | modelTransfer Learning | —Unverified | 0 |
| A Neurodynamic model of Saliency prediction in V1 | Nov 15, 2018 | modelPrediction | CodeCode Available | 0 |
| Nudging Neural Conversational Model with Domain Knowledge | Nov 15, 2018 | model | —Unverified | 0 |
| An Online Attention-based Model for Speech Recognition | Nov 13, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Private Model Compression via Knowledge Distillation | Nov 13, 2018 | Knowledge Distillationmodel | —Unverified | 0 |
| Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning | Nov 13, 2018 | BIG-bench Machine Learningmodel | CodeCode Available | 0 |
| Boosting Model Performance through Differentially Private Model Aggregation | Nov 12, 2018 | model | —Unverified | 0 |
| A Model of Competing Narratives | Nov 10, 2018 | model | —Unverified | 0 |
| A torus model for optical flow | Nov 9, 2018 | modelOptical Flow Estimation | CodeCode Available | 0 |
| Model Selection for Generalized Zero-shot Learning | Nov 8, 2018 | Generalized Zero-Shot LearningGenerative Adversarial Network | —Unverified | 0 |
| A Probabilistic Model of the Bitcoin Blockchain | Nov 7, 2018 | Decision Making Under Uncertaintymodel | CodeCode Available | 0 |
| Contrastive Explanation: A Structural-Model Approach | Nov 7, 2018 | Decision Makingmodel | —Unverified | 0 |
| A Model for General Intelligence | Nov 6, 2018 | model | —Unverified | 0 |
| Exploring Connections Between Active Learning and Model Extraction | Nov 5, 2018 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| TzK Flow - Conditional Generative Model | Nov 5, 2018 | model | —Unverified | 0 |
| Single-Model Uncertainties for Deep Learning | Nov 2, 2018 | Deep Learningmodel | CodeCode Available | 0 |
| A POS Tagging Model Adapted to Learner English | Nov 1, 2018 | Grammatical Error Correctionmodel | —Unverified | 0 |
| ATM:Adversarial-neural Topic Model | Nov 1, 2018 | ArticlesEvent Extraction | —Unverified | 0 |
| A mostly unlexicalized model for recognizing textual entailment | Nov 1, 2018 | Fake News DetectionInformation Retrieval | —Unverified | 0 |
| Latent Variable Model for Multi-modal Translation | Nov 1, 2018 | DecoderMachine Translation | CodeCode Available | 0 |
| Model parameter estimation using coherent structure coloring | Oct 31, 2018 | modelparameter estimation | —Unverified | 0 |
| DeepTwist: Learning Model Compression via Occasional Weight Distortion | Oct 30, 2018 | modelModel Compression | —Unverified | 0 |
| Informative Features for Model Comparison | Oct 27, 2018 | model | CodeCode Available | 0 |
| Learning Representations in Model-Free Hierarchical Reinforcement Learning | Oct 23, 2018 | Hierarchical Reinforcement Learningmodel | —Unverified | 0 |
| Graph Laplacian mixture model | Oct 23, 2018 | ClusteringGraph Learning | CodeCode Available | 0 |
| Model Selection Techniques -- An Overview | Oct 22, 2018 | Epidemiologymodel | —Unverified | 0 |
| Block-wise Intermediate Representation Training for Model Compression | Oct 20, 2018 | Knowledge Distillationmodel | —Unverified | 0 |
| Safe Reinforcement Learning with Model Uncertainty Estimates | Oct 19, 2018 | Collision Avoidancemodel | —Unverified | 0 |
| Embarrassingly Simple Model for Early Action Proposal | Oct 17, 2018 | model | —Unverified | 0 |
| A Model for Auto-Programming for General Purposes | Oct 12, 2018 | model | —Unverified | 0 |
| Improving Neural Text Simplification Model with Simplified Corpora | Oct 10, 2018 | DecoderLexical Simplification | —Unverified | 0 |
| A Unified Dynamic Approach to Sparse Model Selection | Oct 8, 2018 | modelModel Selection | —Unverified | 0 |
| Rethinking Recurrent Latent Variable Model for Music Composition | Oct 7, 2018 | Decodermodel | —Unverified | 0 |
| Camera Model Identification Using Convolutional Neural Networks | Oct 6, 2018 | model | —Unverified | 0 |
| Infill Criterion for Multimodal Model-Based Optimisation | Oct 4, 2018 | model | —Unverified | 0 |
| A Span Selection Model for Semantic Role Labeling | Oct 4, 2018 | modelSemantic Role Labeling | CodeCode Available | 0 |
| Action Model Acquisition using LSTM | Oct 3, 2018 | modelScheduling | —Unverified | 0 |
| Disambiguated skip-gram model | Oct 1, 2018 | Image Captioningmodel | —Unverified | 0 |
| Bayesian Policy Optimization for Model Uncertainty | Oct 1, 2018 | model | —Unverified | 0 |
| Topic Intrusion for Automatic Topic Model Evaluation | Oct 1, 2018 | Information Retrievalmodel | —Unverified | 0 |
| A Probabilistic Annotation Model for Crowdsourcing Coreference | Oct 1, 2018 | Coreference Resolutionmodel | —Unverified | 0 |