gaussian process

Probabilistic robust linear quadratic regulators with Gaussian processes L4DC 2021 Raven's Progressive Matrices Completion with Latent Gaussian Process Priors AAAI 2021 Regret Bounds for Gaussian-Process Optimization in Large Domains NeurIPS 2021 Relative Positional Encoding for Transformers with Linear Complexity ICML 2021 Risk-averse Heteroscedastic Bayesian Optimization NeurIPS 2021 Scalable Bayesian GPFA with automatic relevance determination and discrete noise models NeurIPS 2021 Scalable Gaussian Process Variational Autoencoders AISTATS 2021 Scalable gradient matching based on state space Gaussian Processes ACML 2021 Scalable Partial Explainability in Neural Networks via Flexible Activation Functions (Student Abstract) AAAI 2021 Scalable Thompson Sampling using Sparse Gaussian Process Models NeurIPS 2021 Scalable Variational Gaussian Processes via Harmonic Kernel Decomposition ICML 2021 Scaling Gaussian Processes with Derivative Information Using Variational Inference NeurIPS 2021 Self-Adaptable Point Processes with Nonparametric Time Decays NeurIPS 2021 SigGPDE: Scaling Sparse Gaussian Processes on Sequential Data ICML 2021 Significance of Gradient Information in Bayesian Optimization AISTATS 2021 Similarity measure for sparse time course data based on Gaussian processes UAI 2021 SKIing on Simplices: Kernel Interpolation on the Permutohedral Lattice for Scalable Gaussian Processes ICML 2021 Sparse Algorithms for Markovian Gaussian Processes AISTATS 2021 Sparse within Sparse Gaussian Processes using Neighbor Information ICML 2021 Spatio-Temporal Variational Gaussian Processes NeurIPS 2021 Structure-Aware Random Fourier Kernel for Graphs NeurIPS 2021 The future is log-Gaussian: ResNets and their infinite-depth-and-width limit at initialization NeurIPS 2021 The Hintons in your Neural Network: a Quantum Field Theory View of Deep Learning ICML 2021 The Impact of Data on the Stability of Learning-Based Control L4DC 2021 The Minecraft Kernel: Modelling correlated Gaussian Processes in the Fourier domain AISTATS 2021