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Fast-rate PAC-Bayes Generalization Bounds via Shifted Rademacher Processes.

, , and . NeurIPS, page 10802-10812. (2019)

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Long-Short Temporal Co-Teaching for Weakly Supervised Video Anomaly Detection., and . ICME, page 2711-2716. IEEE, (2023)Differentiable Compositional Kernel Learning for Gaussian Processes., , , , , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 4835-4844. PMLR, (2018)NeMo-Aligner: Scalable Toolkit for Efficient Model Alignment., , , , , , , , , and 3 other author(s). CoRR, (2024)Beyond Marginal Uncertainty: How Accurately can Bayesian Regression Models Estimate Posterior Predictive Correlations?, , and . CoRR, (2020)A Spectral Approach to Gradient Estimation for Implicit Distributions., , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 4651-4660. PMLR, (2018)Scalable Variational Gaussian Processes via Harmonic Kernel Decomposition., , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 9955-9965. PMLR, (2021)Beyond Marginal Uncertainty: How Accurately can Bayesian Regression Models Estimate Posterior Predictive Correlations?, , and . AISTATS, volume 130 of Proceedings of Machine Learning Research, page 2476-2484. PMLR, (2021)Kernel Implicit Variational Inference., , and . ICLR (Poster), OpenReview.net, (2018)Aggregated Momentum: Stability Through Passive Damping., , , and . ICLR (Poster), OpenReview.net, (2019)Low-Consumption Neuromorphic Memristor Architecture Based on Convolutional Neural Networks., , , , , and . IJCNN, page 1-6. IEEE, (2018)