| Efficient two step optimization for large embedded deformation graph based SLAM | Jun 20, 2019 | parameter estimationVocal Bursts Valence Prediction | —Unverified | 0 |
| Multiscale Nakagami parametric imaging for improved liver tumor localization | Jun 11, 2019 | parameter estimation | —Unverified | 0 |
| From Caesar Cipher to Unsupervised Learning: A New Method for Classifier Parameter Estimation | Jun 6, 2019 | Binary ClassificationGeneral Classification | —Unverified | 0 |
| Hierarchical Bayesian myocardial perfusion quantification | Jun 6, 2019 | Bayesian Inferenceparameter estimation | —Unverified | 0 |
| A General O(n^2) Hyper-Parameter Optimization for Gaussian Process Regression with Cross-Validation and Non-linearly Constrained ADMM | Jun 6, 2019 | parameter estimation | —Unverified | 0 |
| 4-D Scene Alignment in Surveillance Video | Jun 4, 2019 | Camera Calibrationparameter estimation | —Unverified | 0 |
| Optimal Learning of Mallows Block Model | Jun 3, 2019 | modelparameter estimation | —Unverified | 0 |
| Bayesian Learning for Neural Dependency Parsing | Jun 1, 2019 | Dependency Parsingparameter estimation | —Unverified | 0 |
| Synthesizing Datalog Programs Using Numerical Relaxation | Jun 1, 2019 | parameter estimationProgram Synthesis | —Unverified | 0 |
| PDE Acceleration for Active Contours | Jun 1, 2019 | parameter estimation | —Unverified | 0 |
| Deep Global Generalized Gaussian Networks | Jun 1, 2019 | parameter estimationRolling Shutter Correction | CodeCode Available | 0 |
| Physics-as-Inverse-Graphics: Unsupervised Physical Parameter Estimation from Video | May 27, 2019 | Inductive BiasModel Predictive Control | CodeCode Available | 0 |
| Blind identification of stochastic block models from dynamical observations | May 22, 2019 | parameter estimationStochastic Block Model | —Unverified | 0 |
| Effective parameter estimation methods for an ExcitNet model in generative text-to-speech systems | May 21, 2019 | parameter estimationSpeech Synthesis | CodeCode Available | 0 |
| Online Learning over Dynamic Graphs via Distributed Proximal Gradient Algorithm | May 16, 2019 | parameter estimation | —Unverified | 0 |
| Learning Clique Forests | May 6, 2019 | parameter estimation | —Unverified | 0 |
| On the smoothness of nonlinear system identification | May 2, 2019 | parameter estimationPrediction | CodeCode Available | 0 |
| An Axiomatic Approach to Regularizing Neural Ranking Models | Apr 15, 2019 | Information Retrievalparameter estimation | —Unverified | 0 |
| Cramer-Rao Bound for Estimation After Model Selection and its Application to Sparse Vector Estimation | Apr 15, 2019 | Model Selectionparameter estimation | —Unverified | 0 |
| Finding a latent k-simplex in O(k . nnz(data)) time via Subset Smoothing | Apr 14, 2019 | ClusteringCommunity Detection | —Unverified | 0 |
| Recovery of Superquadrics from Range Images using Deep Learning: A Preliminary Study | Apr 13, 2019 | parameter estimation | —Unverified | 0 |
| Parametrization of stochastic inputs using generative adversarial networks with application in geology | Apr 7, 2019 | Dimensionality Reductionparameter estimation | —Unverified | 0 |
| Normal Approximation for Stochastic Gradient Descent via Non-Asymptotic Rates of Martingale CLT | Apr 3, 2019 | parameter estimationvalid | —Unverified | 0 |
| Sparse Tensor Additive Regression | Mar 31, 2019 | Click-Through Rate PredictionMarketing | —Unverified | 0 |
| Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting | Mar 31, 2019 | Continual LearningNeural Architecture Search | —Unverified | 0 |
