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The Shattered Gradients Problem: If resnets are the answer, then what is the question?

, , , , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 342-350. PMLR, (2017)

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Scatter Component Analysis: A Unified Framework for Domain Adaptation and Domain Generalization., , , and . CoRR, (2015)Re-evaluating Evaluation, , , and . (2018)cite arxiv:1806.02643Comment: NIPS 2018, final version.Estimating integrated information with TMS pulses during wakefulness, sleep, and under anesthesia.. EMBC, page 4717-4720. IEEE, (2011)Minimax Theorem for Latent Games or: How I Learned to Stop Worrying about Mixed-Nash and Love Neural Nets., , , , and . CoRR, (2020)Learning the Structure of Sum-Product Networks via an SVD-based Algorithm., , and . UAI, page 32-41. AUAI Press, (2015)Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation., , , , and . ECCV (4), volume 9908 of Lecture Notes in Computer Science, page 597-613. Springer, (2016)Robust Self-organization in Games: Symmetries, Conservation Laws and Dimensionality Reduction., , and . AAMAS, page 1946-1948. International Foundation for Autonomous Agents and Multiagent Systems, (2020)Strongly-Typed Agents are Guaranteed to Interact Safely.. ICML, volume 70 of Proceedings of Machine Learning Research, page 332-341. PMLR, (2017)Integrated Information in Discrete Dynamical Systems: Motivation and Theoretical Framework., and . PLoS Comput. Biol., (2008)From Poincaré Recurrence to Convergence in Imperfect Information Games: Finding Equilibrium via Regularization., , , , , , , , , and 3 other author(s). CoRR, (2020)