arXiv Statistics @arxiv_stats@qoto.org

Probabilistic Spatial Transformers for Bayesian Data Augmentation. (arXiv:2004.03637v1 [cs.LG]) http://arxiv.org/abs/2004.03637

Orthant Based Proximal Stochastic Gradient Method for $\ell_1$-Regularized Optimization. (arXiv:2004.03639v1 [math.OC]) http://arxiv.org/abs/2004.03639

FedMAX: Mitigating Activation Divergence for Accurate and Communication-Efficient Federated Learning. (arXiv:2004.03657v1 [cs.LG]) http://arxiv.org/abs/2004.03657

Guessing What's Plausible But Remembering What's True: Accurate Neural Reasoning for Question-Answering. (arXiv:2004.03658v1 [cs.LG]) http://arxiv.org/abs/2004.03658

pAElla: Edge-AI based Real-Time Malware Detection in Data Centers. (arXiv:2004.03670v1 [cs.LG]) http://arxiv.org/abs/2004.03670

A unified approach for inference on algorithm-agnostic variable importance. (arXiv:2004.03683v1 [stat.ME]) http://arxiv.org/abs/2004.03683

Deep Learning Based Text Classification: A Comprehensive Review. (arXiv:2004.03705v1 [cs.CL]) http://arxiv.org/abs/2004.03705

Heart Sound Segmentation using Bidirectional LSTMs with Attention. (arXiv:2004.03712v1 [eess.SP]) http://arxiv.org/abs/2004.03712

Challenges in Vessel Behavior and Anomaly Detection: From Classical Machine Learning to Deep Learning. (arXiv:2004.03722v1 [cs.LG]) http://arxiv.org/abs/2004.03722

Parametrization of Neural Networks with Connected Abelian Lie Groups as Data Manifold. (arXiv:2004.02881v1 [stat.ML]) http://arxiv.org/abs/2004.02881

Uniform State Abstraction For Reinforcement Learning. (arXiv:2004.02919v1 [cs.LG]) http://arxiv.org/abs/2004.02919

Embedding Java Classes with code2vec: Improvements from Variable Obfuscation. (arXiv:2004.02942v1 [cs.LG]) http://arxiv.org/abs/2004.02942

TSInsight: A local-global attribution framework for interpretability in time-series data. (arXiv:2004.02958v1 [cs.LG]) http://arxiv.org/abs/2004.02958

TSception: A Deep Learning Framework for Emotion Detection Using EEG. (arXiv:2004.02965v1 [eess.SP]) http://arxiv.org/abs/2004.02965

Evolving Normalization-Activation Layers. (arXiv:2004.02967v1 [cs.LG]) http://arxiv.org/abs/2004.02967

Probabilistic Diagnostic Tests for Degradation Problems in Supervised Learning. (arXiv:2004.02988v1 [cs.LG]) http://arxiv.org/abs/2004.02988

On the Theory of Covariate-Adaptive Designs. (arXiv:2004.02994v1 [math.ST]) http://arxiv.org/abs/2004.02994

Disentangled sticky hierarchical Dirichlet process hidden Markov model. (arXiv:2004.03019v1 [stat.ML]) http://arxiv.org/abs/2004.03019

Deep Neural Network Learning with Second-Order Optimizers -- a Practical Study with a Stochastic Quasi-Gauss-Newton Method. (arXiv:2004.03040v1 [cs.LG]) http://arxiv.org/abs/2004.03040

Discriminator Contrastive Divergence: Semi-Amortized Generative Modeling by Exploring Energy of the Discriminator. (arXiv:2004.01704v1 [cs.LG]) http://arxiv.org/abs/2004.01704