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Publication List - YOSHIYUKI KABASHIMA 2013 (10 / 219 entries)
Journal Paper
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Ayaka Sakata,
Yoshiyuki Kabashima.
Statistical mechanics of dictionary learning,
EPL (Europhysics Letters),
IOP,
Vol. 103,
No. 2,
pp. 28008(1-6),
Aug. 2013.
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Haiping Huang,
K Y Michael Wong,
Yoshiyuki Kabashima.
Entropy landscape of solutions in the binary perceptron problem,
Journal of Physics A: Mathematical and Theoretical,
IOP,
Vol. 46,
No. 37,
pp. 375002(1-18),
Aug. 2013.
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Haiping Huang,
Yoshiyuki Kabashima.
Adaptive Thouless-Anderson-Palmer approach to inverse Ising problems with quenched random fields,
Physical Review E,
APS,
Vol. 87,
pp. 062129(1-6),
June 2013.
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Yingying Xu,
Yoshiyuki Kabashima.
Statistical mechanics approach to 1-bit compressed sensing,
Journal of Statistical Mechanics: Theory and Experiment,
IOP,
Vol. 2013,
pp. P0241(1-22),
Feb. 2013.
International Conference (Reviewed)
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Koujin Takeda,
Yoshiyuki Kabashima.
Reconstruction algorithm in compressed sensing based on maximum a posteriori estimation,
ELC International Meeting on Inference, Computation, and Spin Glasses (ICSG2013),
Journal of Physics Conference Series,
IOP,
Vol. 473,
pp. 012003(1-11),
Dec. 2013.
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Ayaka Sakata,
Yoshiyuki Kabashima.
Sample Complexity of Bayesian Optimal Dictionary Learning,
2013 IEEE International Symposium on Information Theory (ISIT2013),
Proc. ISIT2013,
IEEE,
pp. 669-673,
July 2013.
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Vehkapera, M.,
YOSHIYUKI KABASHIMA,
Chatterjee, S..
Statistical mechanics approach to sparse noise denoising,
European Signal Processing Conference,
2013.
Domestic Conference (Not reviewed / Unknown)
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坂田 綾香,
YOSHIYUKI KABASHIMA.
ベイズ最適なdictionary learningの統計力学 (情報論的学習理論と機械学習),
電子情報通信学会技術研究報告 = IEICE technical report : 信学技報,
一般社団法人電子情報通信学会,
Vol. 113,
No. 286,
pp. 31-38,
Nov. 2013.
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坂田 綾香,
YOSHIYUKI KABASHIMA.
27aKG-8 最適な学習則によるDictionary Learningのサンプル複雑度(情報統計力学1,領域11(統計力学,物性基礎論,応用数学,力学,流体物理)),
日本物理学会講演概要集,
一般社団法人日本物理学会,
Vol. 68,
No. 2,
pp. 253,
Aug. 2013.
Patent
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