Uncovering ecological state dynamics with hidden Markov models. (arXiv:2002.10497v1 [q-bio.QM]) http://arxiv.org/abs/2002.10497
Variational Hyper RNN for Sequence Modeling. (arXiv:2002.10501v1 [cs.LG]) http://arxiv.org/abs/2002.10501
On Pruning Adversarially Robust Neural Networks. (arXiv:2002.10509v1 [cs.CV]) http://arxiv.org/abs/2002.10509
Modeling Continuous Stochastic Processes with Dynamic Normalizing Flows. (arXiv:2002.10516v1 [cs.LG]) http://arxiv.org/abs/2002.10516
Causal bounds for outcome-dependent sampling in observational studies. (arXiv:2002.10519v1 [stat.ME]) http://arxiv.org/abs/2002.10519
Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms. (arXiv:2002.10526v1 [math.ST]) http://arxiv.org/abs/2002.10526
Efficient Rollout Strategies for Bayesian Optimization. (arXiv:2002.10539v1 [cs.LG]) http://arxiv.org/abs/2002.10539
On the Search for Feedback in Reinforcement Learning. (arXiv:2002.09478v1 [cs.LG]) http://arxiv.org/abs/2002.09478
A note on Stein equation for weighted sums of independent $\chi^{2}$ distributions. (arXiv:2002.09484v1 [math.PR]) http://arxiv.org/abs/2002.09484
Estimating Q(s,s') with Deep Deterministic Dynamics Gradients. (arXiv:2002.09505v1 [cs.LG]) http://arxiv.org/abs/2002.09505
Joint geophysical, petrophysical and geologic inversion using a dynamic Gaussian mixture model. (arXiv:2002.09515v1 [physics.geo-ph]) http://arxiv.org/abs/2002.09515
Minimax-Optimal Off-Policy Evaluation with Linear Function Approximation. (arXiv:2002.09516v1 [cs.LG]) http://arxiv.org/abs/2002.09516
Memory-Based Graph Networks. (arXiv:2002.09518v1 [cs.LG]) http://arxiv.org/abs/2002.09518
Struct-MMSB: Mixed Membership Stochastic Blockmodels with Interpretable Structured Priors. (arXiv:2002.09523v1 [cs.LG]) http://arxiv.org/abs/2002.09523
RobustPeriod: Time-Frequency Mining for Robust Multiple Periodicities Detection. (arXiv:2002.09535v1 [cs.LG]) http://arxiv.org/abs/2002.09535
Knot Selection in Sparse Gaussian Processes. (arXiv:2002.09538v1 [stat.ML]) http://arxiv.org/abs/2002.09538
Overlap Local-SGD: An Algorithmic Approach to Hide Communication Delays in Distributed SGD. (arXiv:2002.09539v1 [cs.LG]) http://arxiv.org/abs/2002.09539
Uncertainty Principle for Communication Compression in Distributed and Federated Learning and the Search for an Optimal Compressor. (arXiv:2002.08958v1 [cs.LG]) http://arxiv.org/abs/2002.08958
Differential Privacy for Eye Tracking with Temporal Correlations. (arXiv:2002.08972v1 [cs.CR]) http://arxiv.org/abs/2002.08972
Affinity and Diversity: Quantifying Mechanisms of Data Augmentation. (arXiv:2002.08973v1 [cs.LG]) http://arxiv.org/abs/2002.08973
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