Gating creates slow modes and controls phase-space complexity in GRUs and LSTMs. (arXiv:2002.00025v1 [stat.ML]) http://arxiv.org/abs/2002.00025
Hypercomplex-Valued Recurrent Correlation Neural Networks. (arXiv:2002.00027v1 [cs.LG]) http://arxiv.org/abs/2002.00027
Semi-Exact Control Functionals From Sard's Method. (arXiv:2002.00033v1 [stat.CO]) http://arxiv.org/abs/2002.00033
On Implicit Regularization in $\beta$-VAEs. (arXiv:2002.00041v1 [cs.LG]) http://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]) http://arxiv.org/abs/2002.00053
Last Iterate is Slower than Averaged Iterate in Smooth Convex-Concave Saddle Point Problems. (arXiv:2002.00057v1 [cs.LG]) http://arxiv.org/abs/2002.00057
Evolving Loss Functions With Multivariate Taylor Polynomial Parameterizations. (arXiv:2002.00059v1 [cs.LG]) http://arxiv.org/abs/2002.00059
Channel-Attention Dense U-Net for Multichannel Speech Enhancement. (arXiv:2001.11542v1 [cs.SD]) http://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]) http://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]) http://arxiv.org/abs/2001.11552
Faster Projection-free Online Learning. (arXiv:2001.11568v1 [cs.LG]) http://arxiv.org/abs/2001.11568
Analytic Study of Double Descent in Binary Classification: The Impact of Loss. (arXiv:2001.11572v1 [stat.ML]) http://arxiv.org/abs/2001.11572
Learning the Hypotheses Space from data Part II: Convergence and Feasibility. (arXiv:2001.11578v1 [stat.ML]) http://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]) http://arxiv.org/abs/2001.11585
Concentration Inequalities for Multinoulli Random Variables. (arXiv:2001.11595v1 [cs.LG]) http://arxiv.org/abs/2001.11595
Quasi-likelihood analysis for marked point processes and application to marked Hawkes processes. (arXiv:2001.11624v1 [math.ST]) http://arxiv.org/abs/2001.11624
Domain-Adversarial and -Conditional State Space Model for Imitation Learning. (arXiv:2001.11628v1 [cs.LG]) http://arxiv.org/abs/2001.11628
The Tensor Brain: Semantic Decoding for Perception and Memory. (arXiv:2001.11027v1 [cs.AI]) http://arxiv.org/abs/2001.11027
Bayesian Reasoning with Deep-Learned Knowledge. (arXiv:2001.11031v1 [cs.LG]) http://arxiv.org/abs/2001.11031
Safe Predictors for Enforcing Input-Output Specifications. (arXiv:2001.11062v1 [cs.LG]) http://arxiv.org/abs/2001.11062
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