- Improving conversion rate prediction via self-supervised pre-training in online advertising. (arXiv:2401.16432v1 [cs.IR])
- The Hubbert diffusion process: Estimation via simulated annealing and variable neighborhood search procedures. Application to forecasting peak oil production. (arXiv:2401.16447v1 [stat.ME])
- Active learning of Boltzmann samplers and potential energies with quantum mechanical accuracy. (arXiv:2401.16487v1 [physics.chem-ph])
- Topological Detection of Phenomenological Bifurcations with Unreliable Kernel Densities. (arXiv:2401.16563v1 [math.AT])
- Parallel Affine Transformation Tuning of Markov Chain Monte Carlo. (arXiv:2401.16567v1 [stat.ME])
- Individualized Multi-Treatment Response Curves Estimation using RBF-net with Shared Neurons. (arXiv:2401.16571v1 [stat.ME])
- PrIsing: Privacy-Preserving Peer Effect Estimation via Ising Model. (arXiv:2401.16596v1 [stat.ME])
- Probabilistic Context Neighborhood Model for Lattices. (arXiv:2401.16598v1 [stat.ME])
- Learning a Gaussian Mixture for Sparsity Regularization in Inverse Problems. (arXiv:2401.16612v1 [stat.ML])
- A constructive approach to selective risk control. (arXiv:2401.16651v1 [stat.ME])
- Rademacher Complexity of Neural ODEs via Chen-Fliess Series. (arXiv:2401.16655v1 [stat.ML])
- A Nonparametric Approach for Estimating the Effective Sample Size in Gaussian Approximation of Expected Value of Sample Information. (arXiv:2401.16660v1 [stat.ME])
- Generalization of LiNGAM that allows confounding. (arXiv:2401.16661v1 [cs.LG])
- Sharp variance estimator and causal bootstrap in stratified randomized experiments. (arXiv:2401.16667v1 [math.ST])
- Polynomial Chaos Expansions on Principal Geodesic Grassmannian Submanifolds for Surrogate Modeling and Uncertainty Quantification. (arXiv:2401.16683v1 [stat.ML])
- A Detailed Historical and Statistical Analysis of the Influence of Hardware Artifacts on SPEC Integer Benchmark Performance. (arXiv:2401.16690v1 [cs.CY])
- Multivariate Priors and the Linearity of Optimal Bayesian Estimators under Gaussian Noise. (arXiv:2401.16701v1 [math.ST])
- Bayesian scalar-on-network regression with applications to brain functional connectivity. (arXiv:2401.16749v1 [stat.ME])
- Leveraging Nested MLMC for Sequential Neural Posterior Estimation with Intractable Likelihoods. (arXiv:2401.16776v1 [stat.CO])
- Simulating signed mixtures. (arXiv:2401.16828v1 [stat.CO])
- Analysis of Knowledge Tracing performance on synthesised student data. (arXiv:2401.16832v1 [cs.CY])
- CAFCT: Contextual and Attentional Feature Fusions of Convolutional Neural Networks and Transformer for Liver Tumor Segmentation. (arXiv:2401.16886v1 [cs.CV])
- Learning Properties of Quantum States Without the I.I.D. Assumption. (arXiv:2401.16922v1 [quant-ph])
- Dynamical System Identification, Model Selection and Model Uncertainty Quantification by Bayesian Inference. (arXiv:2401.16943v1 [stat.ME])
- Nonparametric latency estimation for mixture cure models. (arXiv:2401.16954v1 [stat.ME])
- Partial correlation graphs for continuous-parameter time series. (arXiv:2401.16970v1 [math.ST])
- Multiple Yield Curve Modeling and Forecasting using Deep Learning. (arXiv:2401.16985v1 [stat.ML])
- Causal Machine Learning for Cost-Effective Allocation of Development Aid. (arXiv:2401.16986v1 [stat.ML])
- Recovering target causal effects from post-exposure selection induced by missing outcome data. (arXiv:2401.16990v1 [stat.ME])
- A Unified Three-State Model Framework for Analysis of Treatment Crossover in Survival Trials. (arXiv:2401.17008v1 [stat.ME])
- Bayesian Optimization with Noise-Free Observations: Improved Regret Bounds via Random Exploration. (arXiv:2401.17037v1 [cs.LG])
- Gower's similarity coefficients with automatic weight selection. (arXiv:2401.17041v1 [stat.ME])
- Dynamical Survival Analysis with Controlled Latent States. (arXiv:2401.17077v1 [stat.ML])
- Nonparametric covariate hypothesis tests for the cure rate in mixture cure models. (arXiv:2401.17110v1 [stat.ME])
- Test for high-dimensional mean vectors via the weighted $L_2$-norm. (arXiv:2401.17143v1 [math.ST])
- Nonparametric incidence estimation and bootstrap bandwidth selection in mixture cure models. (arXiv:2401.17152v1 [stat.ME])
- An analytic approach for understanding mechanisms driving breakthrough infections. (arXiv:2401.17164v1 [stat.AP])
- Adaptive Experiment Design with Synthetic Controls. (arXiv:2401.17205v1 [stat.ML])
- Joint model with latent disease age: overcoming the need for reference time. (arXiv:2401.17249v1 [stat.ME])
- Effect of Weight Quantization on Learning Models by Typical Case Analysis. (arXiv:2401.17269v1 [stat.ML])
- Low-complexity 8-point DCT Approximation Based on Angle Similarity for Image and Video Coding. (arXiv:1808.02950v2 [eess.IV] UPDATED)
- Nearest neighbor empirical processes. (arXiv:2110.15083v3 [math.ST] UPDATED)
- Solving, Tracking and Stopping Streaming Linear Inverse Problems. (arXiv:2201.05741v3 [math.NA] UPDATED)
- Nonresponse Bias Analysis in Longitudinal Studies: A Comparative Review with an Application to the Early Childhood Longitudinal Study. (arXiv:2204.07105v5 [stat.ME] UPDATED)
- Estimating counterfactual treatment outcomes over time in complex multi-agent scenarios. (arXiv:2206.01900v3 [cs.AI] UPDATED)
- Reliable emulation of complex functionals by active learning with error control. (arXiv:2208.06727v3 [physics.chem-ph] UPDATED)
- Switchback Experiments under Geometric Mixing. (arXiv:2209.00197v2 [stat.ME] UPDATED)
- On the potential benefits of entropic regularization for smoothing Wasserstein estimators. (arXiv:2210.06934v2 [stat.ML] UPDATED)
- Doubly robust nearest neighbors in factor models. (arXiv:2211.14297v3 [stat.ML] UPDATED)
- Multi-modal Molecule Structure-text Model for Text-based Retrieval and Editing. (arXiv:2212.10789v3 [cs.LG] UPDATED)
- Electricity price forecasting with Smoothing Quantile Regression Averaging: Quantifying economic benefits of probabilistic forecasts. (arXiv:2302.00411v2 [stat.AP] UPDATED)
- Data-dependent Generalization Bounds via Variable-Size Compressibility. (arXiv:2303.05369v2 [stat.ML] UPDATED)
- Parametric Estimation of Tempered Stable Laws. (arXiv:2303.07060v3 [math.ST] UPDATED)
- Federated Learning for Heterogeneous Bandits with Unobserved Contexts. (arXiv:2303.17043v2 [cs.LG] UPDATED)
- Neural networks for geospatial data. (arXiv:2304.09157v2 [stat.ML] UPDATED)
- Deep Neural-network Prior for Orbit Recovery from Method of Moments. (arXiv:2304.14604v2 [stat.ME] UPDATED)
- DoWG Unleashed: An Efficient Universal Parameter-Free Gradient Descent Method. (arXiv:2305.16284v4 [cs.LG] UPDATED)
- Improving Forecasts for Heterogeneous Time Series by "Averaging", with Application to Food Demand Forecast. (arXiv:2306.07119v3 [stat.ME] UPDATED)
- A brief introduction on latent variable based ordinal regression models with an application to survey data. (arXiv:2306.13538v2 [stat.ME] UPDATED)
- Unified Transfer Learning Models in High-Dimensional Linear Regression. (arXiv:2307.00238v4 [stat.ML] UPDATED)
- Do machine learning methods lead to similar individualized treatment rules? A comparison study on real data. (arXiv:2308.03398v2 [stat.AP] UPDATED)
- Exact Inference for Continuous-Time Gaussian Process Dynamics. (arXiv:2309.02351v2 [cs.LG] UPDATED)
- Equivariant Matrix Function Neural Networks. (arXiv:2310.10434v2 [stat.ML] UPDATED)
- Synthesis estimators for positivity violations with a continuous covariate. (arXiv:2311.09388v2 [stat.ME] UPDATED)
- Policy Learning with Distributional Welfare. (arXiv:2311.15878v2 [stat.ME] UPDATED)
- Detecting influential observations in single-index models with metric-valued response objects. (arXiv:2311.17246v2 [stat.CO] UPDATED)
- Weighted least-squares approximation with determinantal point processes and generalized volume sampling. (arXiv:2312.14057v2 [math.NA] UPDATED)
- Causal Forecasting for Pricing. (arXiv:2312.15282v3 [stat.ML] UPDATED)
- FDR-Controlled Portfolio Optimization for Sparse Financial Index Tracking. (arXiv:2401.15139v2 [q-fin.PM] UPDATED)
- Bayesian Nonparametrics Meets Data-Driven Robust Optimization. (arXiv:2401.15771v2 [stat.ML] UPDATED)
- High-Dimensional False Discovery Rate Control for Dependent Variables. (arXiv:2401.15796v2 [stat.ME] UPDATED)
- Distribution-consistency Structural Causal Models. (arXiv:2401.15911v2 [cs.AI] UPDATED)