| Invariant Representation Learning for Treatment Effect Estimation | Nov 24, 2020 | Causal IdentificationCausal Inference | CodeCode Available | 1 |
| Transforming Worlds: Automated Involutive MCMC for Open-Universe Probabilistic Models | Nov 23, 2020 | Bayesian InferenceProbabilistic Programming | —Unverified | 0 |
| Legacy Photo Editing with Learned Noise Prior | Nov 23, 2020 | ColorizationDenoising | CodeCode Available | 1 |
| Deep Serial Number: Computational Watermarking for DNN Intellectual Property Protection | Nov 17, 2020 | Knowledge Distillationvalid | —Unverified | 0 |
| Reinforcement Learning of Graph Neural Networks for Service Function Chaining | Nov 17, 2020 | Managementreinforcement-learning | —Unverified | 0 |
| Towards a General Framework for ML-based Self-tuning Databases | Nov 16, 2020 | Bayesian OptimizationReinforcement Learning (RL) | —Unverified | 0 |
| Quantum deep field: data-driven wave function, electron density generation, and atomization energy prediction and extrapolation with machine learning | Nov 16, 2020 | Predictionvalid | CodeCode Available | 1 |
| Mixing ADAM and SGD: a Combined Optimization Method | Nov 16, 2020 | Document ClassificationStochastic Optimization | CodeCode Available | 0 |
| Entropic regularization of Wasserstein distance between infinite-dimensional Gaussian measures and Gaussian processes | Nov 15, 2020 | Gaussian Processesvalid | —Unverified | 0 |
| Statistical Inference for Maximin Effects: Identifying Stable Associations across Multiple Studies | Nov 15, 2020 | FairnessTransfer Learning | —Unverified | 0 |
