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Discovering and Exploiting Additive Structure for Bayesian Optimization.

, , , , and . AISTATS, volume 54 of Proceedings of Machine Learning Research, page 1311-1319. PMLR, (2017)

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Unsupervised learning of hierarchical representations with convolutional deep belief networks., , , and . Commun. ACM, 54 (10): 95-103 (2011)On the Quantitative Analysis of Decoder-Based Generative Models., , , and . ICLR (Poster), OpenReview.net, (2017)Distributed Second-Order Optimization using Kronecker-Factored Approximations., , and . ICLR (Poster), OpenReview.net, (2017)Self-Tuning Networks: Bilevel Optimization of Hyperparameters using Structured Best-Response Functions., , , , and . ICLR (Poster), OpenReview.net, (2019)Aggregated Momentum: Stability Through Passive Damping., , , and . ICLR (Poster), OpenReview.net, (2019)Discovering and Exploiting Additive Structure for Bayesian Optimization., , , , and . AISTATS, volume 54 of Proceedings of Machine Learning Research, page 1311-1319. PMLR, (2017)Delta-STN: Efficient Bilevel Optimization for Neural Networks using Structured Response Jacobians., and . NeurIPS, (2020)Don't Blame the ELBO! A Linear VAE Perspective on Posterior Collapse., , , and . NeurIPS, page 9403-9413. (2019)Scalable Variational Gaussian Processes via Harmonic Kernel Decomposition., , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 9955-9965. PMLR, (2021)Near-optimal Local Convergence of Alternating Gradient Descent-Ascent for Minimax Optimization., , , and . AISTATS, volume 151 of Proceedings of Machine Learning Research, page 7659-7679. PMLR, (2022)