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Estimation of Markov Chain via Rank-Constrained Likelihood
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Estimation of Markov Chain via Rank-Constrained Likelihood

Xudong Li
Mengdi Wang
Anru R. Zhang
ArXiv (abs)PDFHTML

Papers citing "Estimation of Markov Chain via Rank-Constrained Likelihood"

10 / 10 papers shown
Title
Low-Rank Tensors for Multi-Dimensional Markov Models
Low-Rank Tensors for Multi-Dimensional Markov Models
Madeline Navarro
Sergio Rozada
Antonio G. Marques
Santiago Segarra
84
2
0
04 Nov 2024
From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers
From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers
M. E. Ildiz
Yixiao Huang
Yingcong Li
A. S. Rawat
Samet Oymak
90
23
0
21 Feb 2024
Spectral Entry-wise Matrix Estimation for Low-Rank Reinforcement Learning
Spectral Entry-wise Matrix Estimation for Low-Rank Reinforcement Learning
Stefan Stojanovic
Yassir Jedra
Alexandre Proutière
70
5
0
10 Oct 2023
Can Agents Learn by Analogy? An Inferable Model for PAC Reinforcement Learning
Can Agents Learn by Analogy? An Inferable Model for PAC Reinforcement Learning
Yanchao Sun
Furong Huang
89
4
0
21 Dec 2019
Identifying Sparse Low-Dimensional Structures in Markov Chains: A Nonnegative Matrix Factorization Approach
Identifying Sparse Low-Dimensional Structures in Markov Chains: A Nonnegative Matrix Factorization Approach
Mahsa Ghasemi
Abolfazl Hashemi
H. Vikalo
Ufuk Topcu
191
5
0
27 Sep 2019
Learning low-dimensional state embeddings and metastable clusters from time series data
Learning low-dimensional state embeddings and metastable clusters from time series data
Yifan Sun
Yaqi Duan
Hao Gong
Mengdi Wang
AI4TS
86
19
0
01 Jun 2019
State Aggregation Learning from Markov Transition Data
State Aggregation Learning from Markov Transition Data
Shiqi Wang
Yizheng Chen
Ahmed Abdou
141
54
0
06 Nov 2018
Adaptive Low-Nonnegative-Rank Approximation for State Aggregation of Markov Chains
Adaptive Low-Nonnegative-Rank Approximation for State Aggregation of Markov Chains
Yaqi Duan
Mengdi Wang
Zaiwen Wen
Ya-Xiang Yuan
42
7
0
14 Oct 2018
Spectral thresholding for the estimation of Markov chain transition operators
Spectral thresholding for the estimation of Markov chain transition operators
Matthias Loffler
A. Picard
74
6
0
24 Aug 2018
Spectral State Compression of Markov Processes
Spectral State Compression of Markov Processes
Anru R. Zhang
Mengdi Wang
103
49
0
08 Feb 2018

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