Kazu Ghalamkari

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

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Publications

Kazu Ghalamkari, Jesper Løve Hinrich, Morten Mørup
Non-negative Tensor Mixture Learning for Discrete Density Estimation. CoRR (2024)
Kazu Ghalamkari, Mahito Sugiyama, Yoshinobu Kawahara
Many-body Approximation for Non-negative Tensors. NeurIPS (2023)
Kazu Ghalamkari, Mahito Sugiyama
Many-Body Approximation for Tensors. CoRR (2022)
Kazu Ghalamkari, Mahito Sugiyama
Fast Rank-1 NMF for Missing Data with KL Divergence. AISTATS (2022)
Kazu Ghalamkari, Mahito Sugiyama
Fast Rank-1 NMF for Missing Data with KL Divergence. CoRR (2021)
Kazu Ghalamkari, Mahito Sugiyama
Fast Tucker Rank Reduction for Non-Negative Tensors Using Mean-Field Approximation. NeurIPS (2021)
Kazu Ghalamkari, Mahito Sugiyama
A Closed Form Solution to Best Rank-1 Tensor Approximation via KL divergence Minimization. CoRR (2021)
Kazu Ghalamkari, Mahito Sugiyama
Rank Reduction, Matrix Balancing, and Mean-Field Approximation on Statistical Manifold. CoRR (2020)