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restricted boltzmann machine

106 papers

RBM

Papers

A Knowledge Compilation Map for Quantum Information AAAI 2026 Exponential-Family Harmoniums with Neural Sufficient Statistics AAAI 2025 Fast training and sampling of Restricted Boltzmann Machines ICLR 2025 Accelerated Sampling with Stacked Restricted Boltzmann Machines ICLR 2024 Cascade of phase transitions in the training of energy-based models NeurIPS 2024 Finding the Causality of an Event in News Articles COLING 2024 Neurosymbolic Reasoning and Learning with Restricted Boltzmann Machines AAAI 2023 Systematic improvement of neural network quantum states using Lanczos NeurIPS 2022 Equilibrium and non-Equilibrium regimes in the learning of Restricted Boltzmann Machines NeurIPS 2021 Hardness of Identity Testing for Restricted Boltzmann Machines and Potts models JMLR 2021 On the mapping between Hopfield networks and Restricted Boltzmann Machines ICLR 2021 Algorithms for Estimating the Partition Function of Restricted Boltzmann Machines (Extended Abstract) IJCAI 2020 From Boltzmann Machines to Neural Networks and Back Again NeurIPS 2020 Generating Weighted MAX-2-SAT Instances with Frustrated Loops: an RBM Case Study JMLR 2020 Hardness of Identity Testing for Restricted Boltzmann Machines and Potts models COLT 2020 Learning from Positive and Unlabeled Data without Explicit Estimation of Class Prior AAAI 2020 Learning Restricted Boltzmann Machines with Sparse Latent Variables NeurIPS 2020 Simultaneous Conversion of Speaker Identity and Emotion Based on Multiple-Domain Adaptive RBM Interspeech 2020 Unbiased Contrastive Divergence Algorithm for Training Energy-Based Latent Variable Models ICLR 2020 Efficient Learning of Restricted Boltzmann Machines Using Covariance Estimates ACML 2019 Generalized Boltzmann Machine with Deep Neural Structure AISTATS 2019 Whether to Pretrain DNN or not?: An Empirical Analysis for Voice Conversion Interspeech 2019 Deep Learning the Ising Model Near Criticality JMLR 2018 LSTBM: A Novel Sequence Representation of Speech Spectra Using Restricted Boltzmann Machine with Long Short-Term Memory Interspeech 2018 Using Inherent Structures to design Lean 2-layer RBMs ICML 2018