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Scalable Variational Gaussian Processes via Harmonic Kernel Decomposition. (arXiv:2106.05992v1 [cs.LG]) arxiv.org/abs/2106.05992

Coordinate Independent Convolutional Networks -- Isometry and Gauge Equivariant Convolutions on Riemannian Manifolds. (arXiv:2106.06020v1 [cs.LG]) arxiv.org/abs/2106.06020

Convergence and Alignment of Gradient Descentwith Random Back propagation Weights. (arXiv:2106.06044v1 [stat.ML]) arxiv.org/abs/2106.06044

RNN with Particle Flow for Probabilistic Spatio-temporal Forecasting. (arXiv:2106.06064v1 [stat.ML]) arxiv.org/abs/2106.06064

A Decentralized Adaptive Momentum Method for Solving a Class of Min-Max Optimization Problems. (arXiv:2106.06075v1 [math.OC]) arxiv.org/abs/2106.06075

A Nonmyopic Approach to Cost-Constrained Bayesian Optimization. (arXiv:2106.06079v1 [cs.LG]) arxiv.org/abs/2106.06079

Sparse Bayesian Learning via Stepwise Regression. (arXiv:2106.06095v1 [cs.LG]) arxiv.org/abs/2106.06095

Neural Optimization Kernel: Towards Robust Deep Learning. (arXiv:2106.06097v1 [stat.ML]) arxiv.org/abs/2106.06097

A Unified Framework for Constructing Nonconvex Regularizations. (arXiv:2106.06123v1 [stat.ML]) arxiv.org/abs/2106.06123

Tractable Density Estimation on Learned Manifolds with Conformal Embedding Flows. (arXiv:2106.05275v1 [stat.ML]) arxiv.org/abs/2106.05275

Calculating the Likelihood Ratio for Multiple Pieces of Evidence. (arXiv:2106.05328v1 [stat.AP]) arxiv.org/abs/2106.05328

Robust Prediction Interval estimation for Gaussian Processes by Cross-Validation method. (arXiv:2106.05396v1 [stat.AP]) arxiv.org/abs/2106.05396

From inexact optimization to learning via gradient concentration. (arXiv:2106.05397v1 [stat.ML]) arxiv.org/abs/2106.05397

The Attraction Indian Buffet Distribution. (arXiv:2106.05403v1 [stat.ME]) arxiv.org/abs/2106.05403

Theoretical Modeling of Communication Dynamics. (arXiv:2106.05414v1 [physics.soc-ph]) arxiv.org/abs/2106.05414

Sign Consistency of the Generalized Elastic Net Estimator. (arXiv:2106.05454v1 [math.ST]) arxiv.org/abs/2106.05454

Mode recovery in neural autoregressive sequence modeling. (arXiv:2106.05459v1 [cs.LG]) arxiv.org/abs/2106.05459

Vector Quantized Models for Planning. (arXiv:2106.04615v1 [cs.LG]) arxiv.org/abs/2106.04615

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