Infinite-dimensional optimization and Bayesian nonparametric learning of stochastic differential equations. (arXiv:2205.15368v1 [stat.ML]) http://arxiv.org/abs/2205.15368
Deep Bootstrap for Bayesian Inference. (arXiv:2205.15374v1 [stat.CO]) http://arxiv.org/abs/2205.15374
Minimax Optimal Online Imitation Learning via Replay Estimation. (arXiv:2205.15397v1 [cs.LG]) http://arxiv.org/abs/2205.15397
Profile Monitoring via Eigenvector Perturbation. (arXiv:2205.15422v1 [stat.ME]) http://arxiv.org/abs/2205.15422
Holistic Generalized Linear Models. (arXiv:2205.15447v1 [stat.ML]) http://arxiv.org/abs/2205.15447
Posterior and Computational Uncertainty in Gaussian Processes. (arXiv:2205.15449v1 [cs.LG]) http://arxiv.org/abs/2205.15449
Critic Sequential Monte Carlo. (arXiv:2205.15460v1 [stat.ML]) http://arxiv.org/abs/2205.15460
Derandomized knockoffs: leveraging e-values for false discovery rate control. (arXiv:2205.15461v1 [stat.ME]) http://arxiv.org/abs/2205.15461
Few-Shot Diffusion Models. (arXiv:2205.15463v1 [cs.CV]) http://arxiv.org/abs/2205.15463
Multi-Dimensional self exciting NBD process and Default portfolios. (arXiv:2205.14146v1 [q-fin.RM]) http://arxiv.org/abs/2205.14146
Momentum Stiefel Optimizer, with Applications to Suitably-Orthogonal Attention, and Optimal Transport. (arXiv:2205.14173v1 [cs.LG]) http://arxiv.org/abs/2205.14173
Private and Byzantine-Proof Cooperative Decision-Making. (arXiv:2205.14174v1 [stat.ML]) http://arxiv.org/abs/2205.14174
Optimizing Objective Functions from Trained ReLU Neural Networks via Sampling. (arXiv:2205.14189v1 [math.OC]) http://arxiv.org/abs/2205.14189
Targeted Adaptive Design. (arXiv:2205.14208v1 [cs.LG]) http://arxiv.org/abs/2205.14208
MIP-GNN: A Data-Driven Framework for Guiding Combinatorial Solvers. (arXiv:2205.14210v1 [cs.LG]) http://arxiv.org/abs/2205.14210
KL-Entropy-Regularized RL with a Generative Model is Minimax Optimal. (arXiv:2205.14211v1 [cs.LG]) http://arxiv.org/abs/2205.14211
Selective Inference for Sparse Multitask Regression with Applications in Neuroimaging. (arXiv:2205.14220v1 [stat.ME]) http://arxiv.org/abs/2205.14220
Will Bilevel Optimizers Benefit from Loops. (arXiv:2205.14224v1 [cs.LG]) http://arxiv.org/abs/2205.14224
Provably Sample-Efficient RL with Side Information about Latent Dynamics. (arXiv:2205.14237v1 [cs.LG]) http://arxiv.org/abs/2205.14237
Unequal Covariance Awareness for Fisher Discriminant Analysis and Its Variants in Classification. (arXiv:2205.13565v1 [cs.LG]) http://arxiv.org/abs/2205.13565
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