| Improving SGD convergence by online linear regression of gradients in multiple statistically relevant directions | Jan 31, 2019 | regressionSecond-order methods | CodeCode Available | 0 |
| Semi-Supervised Ordinal Regression Based on Empirical Risk Minimization | Jan 31, 2019 | regression | —Unverified | 0 |
| Contrasting Exploration in Parameter and Action Space: A Zeroth-Order Optimization Perspective | Jan 31, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Bayesian nonparametric multiway regression for clustered binomial data | Jan 31, 2019 | Clusteringregression | CodeCode Available | 0 |
| End-to-End Probabilistic Inference for Nonstationary Audio Analysis | Jan 31, 2019 | Audio Signal Processingregression | CodeCode Available | 0 |
| Ensembling methods for countrywide short term forecasting of gas demand | Jan 31, 2019 | Demand Forecastingfeature selection | —Unverified | 0 |
| Which Surrogate Works for Empirical Performance Modelling? A Case Study with Differential Evolution | Jan 30, 2019 | regression | —Unverified | 0 |
| Hyperspherical Prototype Networks | Jan 29, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Rank-one Convexification for Sparse Regression | Jan 29, 2019 | regression | —Unverified | 0 |
| General Fair Empirical Risk Minimization | Jan 29, 2019 | Fairnessregression | —Unverified | 0 |
| A maximum principle argument for the uniform convergence of graph Laplacian regressors | Jan 29, 2019 | regression | —Unverified | 0 |
| Fair Regression for Health Care Spending | Jan 28, 2019 | Fairnessregression | CodeCode Available | 0 |
| Secure multi-party linear regression at plaintext speed | Jan 28, 2019 | feature selectionregression | CodeCode Available | 0 |
| On Random Subsampling of Gaussian Process Regression: A Graphon-Based Analysis | Jan 28, 2019 | regression | —Unverified | 0 |
| ADMM-SOFTMAX : An ADMM Approach for Multinomial Logistic Regression | Jan 27, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| SelectiveNet: A Deep Neural Network with an Integrated Reject Option | Jan 26, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Provably efficient RL with Rich Observations via Latent State Decoding | Jan 25, 2019 | ClusteringQ-Learning | CodeCode Available | 0 |
| Bayesian surrogate learning in dynamic simulator-based regression problems | Jan 25, 2019 | parameter estimationregression | —Unverified | 0 |
| Deep Neural Linear Bandits: Overcoming Catastrophic Forgetting through Likelihood Matching | Jan 24, 2019 | Decision MakingEfficient Exploration | —Unverified | 0 |
| Petrophysical Property Estimation from Seismic Data Using Recurrent Neural Networks | Jan 24, 2019 | BIG-bench Machine Learningregression | —Unverified | 0 |
| High Dimensional Robust M-Estimation: Arbitrary Corruption and Heavy Tails | Jan 24, 2019 | regressionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Stochastic Gradient Trees | Jan 23, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| A Review on Quantile Regression for Stochastic Computer Experiments | Jan 23, 2019 | Diversityquantile regression | —Unverified | 0 |
| Exploring Uncertainty in Conditional Multi-Modal Retrieval Systems | Jan 23, 2019 | Action UnderstandingPerson Re-Identification | —Unverified | 0 |
| Neural-Guided Symbolic Regression with Asymptotic Constraints | Jan 23, 2019 | regressionSymbolic Regression | CodeCode Available | 0 |
