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Local Latent Space Bayesian Optimization over Structured Inputs. (arXiv:2201.11872v1 [cs.LG]) arxiv.org/abs/2201.11872

Simplifying deflation for non-convex optimization with applications in Bayesian inference and topology optimization. (arXiv:2201.11926v1 [math.OC]) arxiv.org/abs/2201.11926

Fast Interpretable Greedy-Tree Sums (FIGS). (arXiv:2201.11931v1 [cs.LG]) arxiv.org/abs/2201.11931

Consistent Collaborative Filtering via Tensor Decomposition. (arXiv:2201.11936v1 [cs.IR]) arxiv.org/abs/2201.11936

Covariate-Adjusted Log-Rank Test: Guaranteed Efficiency Gain and Universal Applicability. (arXiv:2201.11948v1 [stat.ME]) arxiv.org/abs/2201.11948

Higher Order Correlation Analysis for Multi-View Learning. (arXiv:2201.11949v1 [cs.LG]) arxiv.org/abs/2201.11949

Non-Stationary Time Series Model for Station Based Subway Ridership During Covid-19 Pandemic (Case Study: New York City). (arXiv:2201.11951v1 [stat.AP]) arxiv.org/abs/2201.11951

Sharp Threshold for the Frechet Mean (or Median) of Inhomogeneous Erdos-Renyi Random Graphs. (arXiv:2201.11954v1 [math.PR]) arxiv.org/abs/2201.11954

Combined R- and Q-factors resulting biased loadings in R-factor analysis. (arXiv:2201.11973v1 [stat.AP]) arxiv.org/abs/2201.11973

Born-Infeld (BI) for AI: Energy-Conserving Descent (ECD) for Optimization. (arXiv:2201.11137v1 [cs.LG]) arxiv.org/abs/2201.11137

Self-Certifying Classification by Linearized Deep Assignment. (arXiv:2201.11162v1 [stat.ML]) arxiv.org/abs/2201.11162

Sequential Bayesian Inference for Factor Analysis. (arXiv:2201.11163v1 [stat.ME]) arxiv.org/abs/2201.11163

Reward-Free RL is No Harder Than Reward-Aware RL in Linear Markov Decision Processes. (arXiv:2201.11206v1 [cs.LG]) arxiv.org/abs/2201.11206

OpenEMS: an open-source Package for Two-Stage Stochastic and Robust Optimization for Ambulance Location and Routing with Applications to Austin-Travis County EMS Data. (arXiv:2201.11208v1 [stat.AP]) arxiv.org/abs/2201.11208

Confidence Intervals for the Generalisation Error of Random Forests. (arXiv:2201.11210v1 [stat.ME]) arxiv.org/abs/2201.11210

Learning Mixtures of Linear Dynamical Systems. (arXiv:2201.11211v1 [stat.ML]) arxiv.org/abs/2201.11211

Online Change Point Detection for Weighted and Directed Random Dot Product Graphs. (arXiv:2201.11222v1 [cs.LG]) arxiv.org/abs/2201.11222

Neuro-Symbolic Entropy Regularization. (arXiv:2201.11250v1 [cs.LG]) arxiv.org/abs/2201.11250

A Comprehensive Toolbox to Facilitate Quantitative Decision Science in Drug Development: A web-based R shiny application GOahead. (arXiv:2201.11267v1 [stat.AP]) arxiv.org/abs/2201.11267

The value of point of sales information in upstream supply chain forecasting: an empirical investigation. (arXiv:2201.10555v1 [stat.AP]) arxiv.org/abs/2201.10555

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