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Gating creates slow modes and controls phase-space complexity in GRUs and LSTMs. (arXiv:2002.00025v1 [stat.ML]) arxiv.org/abs/2002.00025

Hypercomplex-Valued Recurrent Correlation Neural Networks. (arXiv:2002.00027v1 [cs.LG]) arxiv.org/abs/2002.00027

Semi-Exact Control Functionals From Sard's Method. (arXiv:2002.00033v1 [stat.CO]) arxiv.org/abs/2002.00033

On Implicit Regularization in $\beta$-VAEs. (arXiv:2002.00041v1 [cs.LG]) arxiv.org/abs/2002.00041

Improving the Detection of Burnt Areas in Remote Sensing using Hyper-features Evolved by M3GP. (arXiv:2002.00053v1 [cs.LG]) arxiv.org/abs/2002.00053

Last Iterate is Slower than Averaged Iterate in Smooth Convex-Concave Saddle Point Problems. (arXiv:2002.00057v1 [cs.LG]) arxiv.org/abs/2002.00057

Evolving Loss Functions With Multivariate Taylor Polynomial Parameterizations. (arXiv:2002.00059v1 [cs.LG]) arxiv.org/abs/2002.00059

Channel-Attention Dense U-Net for Multichannel Speech Enhancement. (arXiv:2001.11542v1 [cs.SD]) arxiv.org/abs/2001.11542

A Sparsity Inducing Nuclear-Norm Estimator (SpINNEr) for Matrix-Variate Regression in Brain Connectivity Analysis. (arXiv:2001.11548v1 [stat.ME]) arxiv.org/abs/2001.11548

Unwanted Advances in Higher Education: Uncovering Sexual Harassment Experiences in Academia with Text Mining. (arXiv:2001.11552v1 [physics.soc-ph]) arxiv.org/abs/2001.11552

Faster Projection-free Online Learning. (arXiv:2001.11568v1 [cs.LG]) arxiv.org/abs/2001.11568

Analytic Study of Double Descent in Binary Classification: The Impact of Loss. (arXiv:2001.11572v1 [stat.ML]) arxiv.org/abs/2001.11572

Learning the Hypotheses Space from data Part II: Convergence and Feasibility. (arXiv:2001.11578v1 [stat.ML]) arxiv.org/abs/2001.11578

Housing Search in the Age of Big Data: Smarter Cities or the Same Old Blind Spots?. (arXiv:2001.11585v1 [stat.AP]) arxiv.org/abs/2001.11585

Concentration Inequalities for Multinoulli Random Variables. (arXiv:2001.11595v1 [cs.LG]) arxiv.org/abs/2001.11595

Quasi-likelihood analysis for marked point processes and application to marked Hawkes processes. (arXiv:2001.11624v1 [math.ST]) arxiv.org/abs/2001.11624

Domain-Adversarial and -Conditional State Space Model for Imitation Learning. (arXiv:2001.11628v1 [cs.LG]) arxiv.org/abs/2001.11628

The Tensor Brain: Semantic Decoding for Perception and Memory. (arXiv:2001.11027v1 [cs.AI]) arxiv.org/abs/2001.11027

Bayesian Reasoning with Deep-Learned Knowledge. (arXiv:2001.11031v1 [cs.LG]) arxiv.org/abs/2001.11031

Safe Predictors for Enforcing Input-Output Specifications. (arXiv:2001.11062v1 [cs.LG]) arxiv.org/abs/2001.11062

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