Scalable Variational Gaussian Processes via Harmonic Kernel Decomposition. (arXiv:2106.05992v1 [cs.LG]) http://arxiv.org/abs/2106.05992
Coordinate Independent Convolutional Networks -- Isometry and Gauge Equivariant Convolutions on Riemannian Manifolds. (arXiv:2106.06020v1 [cs.LG]) http://arxiv.org/abs/2106.06020
Convergence and Alignment of Gradient Descentwith Random Back propagation Weights. (arXiv:2106.06044v1 [stat.ML]) http://arxiv.org/abs/2106.06044
RNN with Particle Flow for Probabilistic Spatio-temporal Forecasting. (arXiv:2106.06064v1 [stat.ML]) http://arxiv.org/abs/2106.06064
A Decentralized Adaptive Momentum Method for Solving a Class of Min-Max Optimization Problems. (arXiv:2106.06075v1 [math.OC]) http://arxiv.org/abs/2106.06075
A Nonmyopic Approach to Cost-Constrained Bayesian Optimization. (arXiv:2106.06079v1 [cs.LG]) http://arxiv.org/abs/2106.06079
Sparse Bayesian Learning via Stepwise Regression. (arXiv:2106.06095v1 [cs.LG]) http://arxiv.org/abs/2106.06095
Neural Optimization Kernel: Towards Robust Deep Learning. (arXiv:2106.06097v1 [stat.ML]) http://arxiv.org/abs/2106.06097
A Unified Framework for Constructing Nonconvex Regularizations. (arXiv:2106.06123v1 [stat.ML]) http://arxiv.org/abs/2106.06123
Tractable Density Estimation on Learned Manifolds with Conformal Embedding Flows. (arXiv:2106.05275v1 [stat.ML]) http://arxiv.org/abs/2106.05275
Stein Latent Optimization for GANs. (arXiv:2106.05319v1 [cs.LG]) http://arxiv.org/abs/2106.05319
Calculating the Likelihood Ratio for Multiple Pieces of Evidence. (arXiv:2106.05328v1 [stat.AP]) http://arxiv.org/abs/2106.05328
Pulling back information geometry. (arXiv:2106.05367v1 [cs.LG]) http://arxiv.org/abs/2106.05367
Robust Prediction Interval estimation for Gaussian Processes by Cross-Validation method. (arXiv:2106.05396v1 [stat.AP]) http://arxiv.org/abs/2106.05396
From inexact optimization to learning via gradient concentration. (arXiv:2106.05397v1 [stat.ML]) http://arxiv.org/abs/2106.05397
The Attraction Indian Buffet Distribution. (arXiv:2106.05403v1 [stat.ME]) http://arxiv.org/abs/2106.05403
Theoretical Modeling of Communication Dynamics. (arXiv:2106.05414v1 [physics.soc-ph]) http://arxiv.org/abs/2106.05414
Sign Consistency of the Generalized Elastic Net Estimator. (arXiv:2106.05454v1 [math.ST]) http://arxiv.org/abs/2106.05454
Mode recovery in neural autoregressive sequence modeling. (arXiv:2106.05459v1 [cs.LG]) http://arxiv.org/abs/2106.05459
Vector Quantized Models for Planning. (arXiv:2106.04615v1 [cs.LG]) http://arxiv.org/abs/2106.04615
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