sequence data

From Generalization Analysis to Optimization Designs for State Space Models ICML 2024 Non-identifiability and the Blessings of Misspecification in Models of Molecular Fitness NeurIPS 2022 Language models enable zero-shot prediction of the effects of mutations on protein function NeurIPS 2021 Representation Learning for Sequence Data with Deep Autoencoding Predictive Components ICLR 2021 Better Long-Range Dependency By Bootstrapping A Mutual Information Regularizer AISTATS 2020 Disentangled Representations for Sequence Data using Information Bottleneck Principle ACML 2020 Not All Attention Is Needed: Gated Attention Network for Sequence Data AAAI 2020 Discovering Temporal Patterns from Insurance Interaction Data AAAI 2019 Dynamic Sum Product Networks for Tractable Inference on Sequence Data PGM 2016 Small-Variance Asymptotics for Hidden Markov Models NeurIPS 2013 Forward-Backward Activation Algorithm for Hierarchical Hidden Markov Models NeurIPS 2012 Improvements to the Sequence Memoizer NeurIPS 2010