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 Conference Papers (Available on Advance Programs)  (Sort by: Date Descending)
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Committee Date Time Place Paper Title / Authors Abstract Paper #
EA, SIP, SP 2019-03-14
Nagasaki i+Land nagasaki (Nagasaki-shi) Beamforming for Brain-Activity Reconstruction under Time-Correlated Interference
Takehiro Kono (Keio Univ.), Masahiro Yukawa (Keio Univ./Riken), Tomasz Piotrowski (Nicolaus Copernicus Univ./Interdisciplinary Center for Modern Te)
We consider the problem of reconstruction of brain activity from non-invasive electroencephalography (EEG) signals using... [more] EA2018-116 SIP2018-122 SP2018-78
EA, SIP, SP 2019-03-14
Nagasaki i+Land nagasaki (Nagasaki-shi) [Poster Presentation] An Efficient Online Learning Method Based on Self-tuned Gaussian Kernels
Masaaki Takizawa, Masahiro Yukawa (Keio Univ.)
 [more] EA2018-117 SIP2018-123 SP2018-79
(Joint) [detail]
Okinawa   [Poster Presentation] Nonnegative Matrix Factorization for Determined Multichannel Systems under Reverberant Environments
Hideaki Kagami (Keio Univ.), Hirokazu Kameoka (NTT), Masahiro Yukawa (Keio Univ.)
 [more] EA2017-153 SIP2017-162 SP2017-136
SIP, CAS, MSS, VLD 2017-06-20
Niigata Niigata University, Ikarashi Campus On Contributions of Principal Eigenfunctions of Covariance Operator of Kernel Feature Vectors to Relevant Information in Nonlinear Regression
Masahiro Yukawa (Keio Univ.), Klaus-Robert Muller (TU BerlinTechnical U)
We study, through simple non-asymptotic arguments, the contributions of eigenfunctions of the covariance operator of ker... [more] CAS2017-16 VLD2017-19 SIP2017-40 MSS2017-16
SP, SIP, EA 2017-03-01
Okinawa Okinawa Industry Support Center [Poster Presentation] A Simple Self-Tuning Technique for Adaptive Proximal Forward-Backward Splitting
Kwangjin Jeong, Masahiro Yukawa (Keio Univ.), Masao Yamagishi, Isao Yamada (Tokyo Inst. Tech.)
 [more] EA2016-94 SIP2016-149 SP2016-89
SP, SIP, EA 2017-03-01
Okinawa Okinawa Industry Support Center [Invited Talk] Multikernel Adaptive Filtering: Signal Processing and Machine Learning
Masahiro Yukawa (Keio Univ.)
We present the multikernel adaptive filtering and introduce its recent advances. Multikernel adaptive filtering is a rec... [more] EA2016-113 SIP2016-168 SP2016-108
SIP, EA, SP 2015-03-03
Okinawa   [Poster Presentation] RIP Conditions for Exact Recovery of Group-Sparse Vectors under Two Sets of Non-Overlapping Groups
Keiji Furuya, Masahiro Yukawa (Keio Univ.), Masao Yamagishi, Isao Yamada (Tokyo Tech.)
 [more] EA2014-86 SIP2014-127 SP2014-149
RCS, SIP 2014-01-23
Fukuoka Kyushu Univ. Cartesian Multikernel Adaptive Filtering
Masahiro Yukawa (Keio Univ.)
The new concept of Cartesian multikernel adaptive filtering which employs $Q$ positive definite kernels is presented. Th... [more] SIP2013-104 RCS2013-274
SIP 2013-08-29
Tokyo Tokyo University of Agriculture and Technology On Tracking Input Range Variations in Multikernel Adaptive Filtering
Ryu-ichiro Ishii (Niigata Univ.), Masahiro Yukawa (Keio Univ.), Shigenobu Sasaki (Niigata Univ.)
 [more] SIP2013-70
SIP, CAS, CS 2013-03-14
Yamagata Keio Univ. Tsuruoka Campus (Yamagata) SUPERVISED NMF AS A SPARSE OPTIMIZATION PROBLEM
Yu Morikawa, Masahiro Yukawa (Niigata Univ.)
In this paper, we propose a novel scheme to supervised nonnegative
matrix factorization (NMF). We formulate the supervi... [more]
CAS2012-114 SIP2012-145 CS2012-120
SIP, RCS 2013-02-01
Hiroshima Viewport-Kure-Hotel (Kure) Multikernel Adaptive Filtering with Double Regularization
Masahiro Yukawa, Ryu-ichiro Ishii (Niigata Univ.)
We propose an efficient multikernel adaptive filtering algorithm with double regularizers. One is a block L1 norm for ke... [more] SIP2012-105 RCS2012-262
CAS, CS, SIP 2012-03-09
Niigata The University of Niigata A Note on Multi-Kernel Adaptive Learning Based on RKHS Projection
Ryu-ichiro Ishii, Masahiro Yukawa (Niigata Univ.)
A multi-kernel adaptive learning based on RKHS projection (MKAL-RKHS) is investigated. It is first shown that the existi... [more] CAS2011-163 SIP2011-183 CS2011-155
MSS, CAS, VLD, SIP 2011-07-01
Okinawa Okinawa-Ken-Seinen-Kaikan How Is Gain of Hybrid Sparse Adaptive Filtering Algorithm Affected by Input Correlation?
Osamu Toda, Masahiro Yukawa (Niigata Univ.)
We propose a simple adaptive controlling technique for the weighting parameters that govern the metric employed in the h... [more] CAS2011-32 VLD2011-39 SIP2011-61 MSS2011-32
EA, SIP, SP 2011-05-12
Osaka Ritsumeikan Univ. Multi-Kernel NLMS Algorithm with Coherence Criterion and Its Application to Online Prediction of Time Series Data
Masahiro Yukawa (Niigata Univ.)
In this paper, we propose a nonlinear adaptive filtering algorithm using multiple kernels. The proposed algorithm is a g... [more] EA2011-14 SIP2011-14 SP2011-14
CS, SIP, CAS 2011-03-03
Okinawa Ohhamanobumoto memorial hall (Ishigaki)( Fast and Efficient Interference Suppression by Uniform Linear Array Based on Dual-Domain Adaptive Filtering Technique
Masahiro Yukawa (Niigata Univ.), Isao Yamada (Tokyo Inst. of Tech)
We propose an efficient adaptive beamforming algorithm based on the dual-domain adaptive filtering approach (Yukawa et a... [more] CAS2010-123 SIP2010-139 CS2010-93
SIP, RCS 2011-01-20
Kagoshima   A Numerical Study on Online Regression with Multiple Kernels
You Nakajima, Masahiro Yukawa (Niigata Univ.)
In this paper, we investigate by simulations the potential performance of an online learning technique with multiple ker... [more] SIP2010-91 RCS2010-221
CAS, MSS, VLD, SIP 2010-06-22
Hokkaido Kitami Institute of Technology A Treatment of Multiple Metrics in Set-Theoretic Adaptive Filtering Based on Product-Space Formulation
Masahiro Yukawa (Niigata Univ.), Isao Yamada (Tokyo Inst. of Tech.)
We address the issue of exploiting multiple metrics jointly for efficient adaptive filtering. The key is the introductio... [more] CAS2010-28 VLD2010-38 SIP2010-49 CST2010-28
SIP, CAS, CS 2010-03-01
Okinawa Hotel Breeze Bay Marina, Miyakojima On Use of Multi-Metric Projection in Adaptive Filtering
Masahiro Yukawa (RIKEN)
Efficient-metric designing has been shown an effective approach to improve the performance of adaptive filtering algorit... [more] CAS2009-101 SIP2009-146 CS2009-96
SIP, CAS, VLD 2009-07-02
Hokkaido Kushiko-shi Shogai Gakushu Center A Natural Rank-selection Criterion for Krylov-subspace-based Filtering Techniques
Masahiro Yukawa (RIKEN)
We propose a novel rank-selection criterion for the Krylov-subspace-based filtering techniques such as the well-known mu... [more] CAS2009-22 VLD2009-27 SIP2009-39
NLP 2007-08-06
Shizuoka   Performance Evaluation of Complete Orthogonal Spreading Sequences Generated by ICA for CDMA with RF Modulation
Ryo Takahashi, Masahiro Yukawa, Gen Hori, Ken Umeno (RIKEN)
The performance of the complete orthogonal spreading sequences in the synchronous CDMA with radio frequency (RF) modulat... [more] NLP2007-39
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