exponential family

On Limited-Memory Subsampling Strategies for Bandits ICML 2021 Outlier-Robust Learning of Ising Models Under Dobrushin’s Condition COLT 2021 Reinforcement Learning in Parametric MDPs with Exponential Families AISTATS 2021 Structure learning in polynomial time: Greedy algorithms, Bregman information, and exponential families NeurIPS 2021 The Decoupled Extended Kalman Filter for Dynamic Exponential-Family Factorization Models JMLR 2021 XOR-CD: Linearly Convergent Constrained Structure Generation ICML 2021 All in the Exponential Family: Bregman Duality in Thermodynamic Variational Inference ICML 2020 Convolutional dictionary learning based auto-encoders for natural exponential-family distributions ICML 2020 Dispersed Exponential Family Mixture VAEs for Interpretable Text Generation ICML 2020 Distributionally Robust Parametric Maximum Likelihood Estimation NeurIPS 2020 Exploration Through Reward Biasing: Reward-Biased Maximum Likelihood Estimation for Stochastic Multi-Armed Bandits ICML 2020 Exponential Family Graph Embeddings AAAI 2020 Fairness for Robust Log Loss Classification AAAI 2020 Flexible mean field variational inference using mixtures of non-overlapping exponential families NeurIPS 2020 Semiparametric Nonlinear Bipartite Graph Representation Learning with Provable Guarantees ICML 2020 Sparse and Continuous Attention Mechanisms NeurIPS 2020 The continuous categorical: a novel simplex-valued exponential family ICML 2020 A Polynomial Time Algorithm for Log-Concave Maximum Likelihood via Locally Exponential Families NeurIPS 2019 Boosted Density Estimation Remastered ICML 2019 Collective Matrix Completion JMLR 2019 Exponential Family Estimation via Adversarial Dynamics Embedding NeurIPS 2019 Fast and Simple Natural-Gradient Variational Inference with Mixture of Exponential-family Approximations ICML 2019 Generalized Score Matching for Non-Negative Data JMLR 2019 Non-Asymptotic Pure Exploration by Solving Games NeurIPS 2019 Sample complexity of partition identification using multi-armed bandits COLT 2019