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Learning Brain Dynamics With Coupled Low-Dimensional Nonlinear Oscillators and Deep Recurrent Networks.

, , , , , , , , , , , and . Neural Comput., 33 (8): 2087-2127 (2021)

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Computing the structure of language for neuropsychiatric evaluation., , , , , and . IBM J. Res. Dev., 61 (2/3): 1:1-1:10 (2017)SAND-mask: An Enhanced Gradient Masking Strategy for the Discovery of Invariances in Domain Generalization., , , , , and . CoRR, (2021)Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization., , , , , , and . NeurIPS, page 3438-3450. (2021)Models of Human Behavioral Agents in Bandits, Contextual Bandits and RL., , , , and . HBAI@IJCAI, volume 1369 of Communications in Computer and Information Science, page 14-33. Springer, (2020)Towards Scaling Difference Target Propagation by Learning Backprop Targets., , , , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 5968-5987. PMLR, (2022)Estimating End-to-End Performance by Collaborative Prediction with Active Sampling., and . Integrated Network Management, page 294-303. IEEE, (2007)Critical event prediction for proactive management in large-scale computer clusters., , , , , , , and . KDD, page 426-435. ACM, (2003)A Scheme for Approximating Probabilistic Inference, and . CoRR, (2013)Empirical Evaluation of Approximation Algorithms for Probabilistic Decoding., , and . UAI, page 455-463. Morgan Kaufmann, (1998)Challenging Common Assumptions about Catastrophic Forgetting and Knowledge Accumulation., , , , , , and . CoLLAs, volume 232 of Proceedings of Machine Learning Research, page 43-65. PMLR, (2023)